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Page 1: Biogeography and the evolution of coral reef fish species and the evolution of coral reef fish species ... biogeographical events including the Terminal Tethyan Event and the rise

This file is part of the following reference:

Hodge, Jennifer Reneé (2014) Biogeography and the evolution of coral reef fish species. PhD thesis, James

Cook University.

Access to this file is available from:

http://researchonline.jcu.edu.au/42130/

The author has certified to JCU that they have made a reasonable effort to gain permission and acknowledge the owner of any third party copyright material

included in this document. If you believe that this is not the case, please contact [email protected] and quote

http://researchonline.jcu.edu.au/42130/

ResearchOnline@JCU

Page 2: Biogeography and the evolution of coral reef fish species and the evolution of coral reef fish species ... biogeographical events including the Terminal Tethyan Event and the rise

Biogeography and the evolution of coral reef fish

species

Thesis submitted by

Jennifer Reneé Hodge (MappSc), James Cook University, Australia

April 2014

for the degree of Doctor of Philosophy in Marine Biology

School of Marine and Tropical Biology, and

ARC Centre of Excellence for Coral Reef Studies,

James Cook University, Townsville, Queensland, Australia

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Statement of Access

I, the undersigned, author of this thesis, understand that James Cook University will make this

thesis available for the use within the University Library and, via the Australian Digital Thesis

Network, for use elsewhere.

I understand that as unpublished work a thesis has significant protection under Copyright Act

and;

I do not wish to put any further restriction on access to this thesis.

__________________________________ ___________________

Signature Date

Jennifer Hodge

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Statement of Sources

I declare that this thesis is my own work and has not been submitted in any form for another

degree or diploma at my university or other institution of tertiary education. Information

derived from the published or unpublished work of others has been acknowledged in the text

and a list of references is given.

__________________________________ ___________________

Signature Date

Jennifer Hodge

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Electronic Copy Declaration

I, the undersigned and author of this work, declare that the electronic copy of this thesis

provided to James Cook University Library is an accurate copy of the print thesis submitted,

within the limits of technology available.

__________________________________ ___________________

Signature Date

Jennifer Hodge

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Statement on the Contribution of Others

This thesis includes some collaborative work with my supervisors, Professor David

Bellwood and Dr. Lynne van Herwerden, and their former PhD candidate Charmaine Read.

While undertaking these collaborations, I was responsible for the project concept and design,

data collection, analysis and interpretation, and the final synthesis of results into a form suitable

for publication. My supervisors provided intellectual guidance, equipment, access to their

sample collections, financial support, and editorial assistance. My collaborator, Charmaine

Read, performed laboratory analysis and provided the resultant molecular sequence data I

analysed in the first two data chapters of this thesis. These chapters form collaborative

publications and all authors contributed to earlier drafts of the papers.

Financial support for the project was provided by the Australian Research Council Centre

of Excellence for Coral Reef Studies. Tuition and stipend support were provided by an

Australian Postgraduate Award and the James Cook University Graduate Research Scheme.

Financial support for conference travel was provided by the Australian Research Council Centre

of Excellence for Coral Reef Studies, the Australian National Network in Marine Science

(ANNiMS), James Cook University Graduate Research Scheme, and the Australian Biological

Resources Study (ABRS) Student Travel Bursary Program.

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Acknowledgements

Firstly, I would like to thank my supervisors, David Bellwood and Lynne van Herwerden.

Lynne, thank you for having the courage to accept me as your student despite my minimal

background in molecular biology. Thank you for guiding me through the forest of seemingly

endless phylogenetic trees early on and for believing that I was capable of finding my way out

with a thesis in hand. Your encouragement and support throughout has kept me motivated, and

your thoughtful discussions and suggestions have enhanced my work. David, thank you for

your honesty, high expectations and inspiring discussions. Your supervision has continually

improved my work and my future potential as a research scientist. Thank you both for

mentoring me over the past four years. You have each played an integral role in my

professional development, and for that I am truly grateful.

I would especially like to thank Peter Cowman for his supportive guidance. Pete, your

patient advice and consultation have helped me immensely. There are many people who have

provided support and helpful direction throughout my candidature. Thank you to Jenn Tanner,

Chris Goatley, Howard Choat, Blanche Danastas, Danielle Dixson, Andrew Hoey, John Horne,

Charlotte Johansson, Jess Maddams, Melanie Trapon and Justin Welsh. I appreciate your

friendly conversation and assistance. A special thank you is extended to Simon Brandl for

prying me away from my computer and insisting I introduce him to a tiger shark. Thank you to

all of those who lived in the TBOD for accepting me into your lab and letting me share your

space.

Thank you Colin Wen for ‘fixing’ my Dell laptop in the first few months of my

candidature. Without your unintentional removal of an essential partition I would not have been

forced to find a new laptop. Following that, I would like to thank my MacBook Pro for

introducing me to the world of seamless computing and for making this thesis and the bulk of

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my research possible. Thank you to those people who support and maintain the CIPRES super

computing facility and to those who have developed the open source databases and computer

programs that have afforded me the ability to access and analyse data, and find information on

how to do so freely. Thank you to G. Bernardi and K. Ma for sharing their data that had not yet

become publicly available. I am also grateful to the organisers and participants of the Adelaide

Phylogenetics Workshop 2010 and the Bodega Bay Phylogenetics Workshop 2011, hosted by

UC Davis, for playing a vital role in developing my theoretical knowledge of the field and my

ability to appropriately address the questions I sought to incorporate in my research. In

particular, I would like to thank P. Wainwright, T. Heath, T. Near and J. O’Donnell for helpful

discussions during the Bodega workshop and for their continued correspondence afterwards.

This research and thesis were made possible through generous financial support. I thank the

Commonwealth government of Australia for providing me with an Australian Postgraduate

Award. I am appreciative of funds received from the James Cook University Internal Research

Awards, the Graduate Research Scheme, and the Australian Research Council Centre of

Excellence for Coral Reef Studies. I am grateful for the receipt of additional funds for

conference travel provided by the Australian Research Council Centre of Excellence for Coral

Reef Studies, the Australian National Network in Marine Science (ANNiMS), the Australian

Biological Resources Study (ABRS) Student Travel Bursary Program, and the James Cook

University Graduate Research Scheme. A special thank you to O. Bellwood, D. Bellwood, Y.

Everingham, J. Sheaves and L. van Herwerden for employing me as a tutor during my

candidature. The training and experience I gained as a result are invaluable.

I thank the dedicated staff of the School of Marine and Tropical Biology and the Graduate

Research School for logistical support and the helpful answers they have provided. Special

thanks to J. Wilson, D. Ford, S. Francis, K. Wood, and J. Bull for their assistance. Thank you to

the staff of Orpheus Island and Lizard Island Research Stations for facilitating sample

collection, and to F. Welsh and N. Konow for the provision of additional tissue samples. A very

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special thank you to C. Read for all of the hard work you performed in the lab and for allowing

me to work with the resultant data.

I would like to extend a warm thank you to my friends and family in Australia and abroad

for their unwavering support and encouragement. Thank you to my parents for instilling in me

the belief that I can achieve anything I set my mind to. Thank you for supporting me even when

I set my mind to things in far away places, and when I come to visit indefinitely. Thank you to

my parents-in-law for your love and support, and for the gift of our espresso machine – I am not

sure this thesis would have come into being without it. Thank you to Andrea and Steve, Lucy

and Stef, Matt, Lockie, Melanie, Brittany and Jade for your true friendship and shared drinks.

Thank you to Monica and Dave for letting me science with you; you showed me how it should

be done. Thank you to the RBT for giving me a hobby and a festive break from research once a

month.

To my husband Stephen, your patience, kindness and encouragement have seen me through

all of the highs and lows of this journey. Thank you for understanding me and for always being

able to make me laugh. Thank you for supporting me and for believing in me even when I did

not believe in myself. Thank you for loving me. Now let’s go on another adventure!

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Abstract

This thesis examines the evolution of coral reef fish species, specifically the chronology

and geography of extant species divergence, and the evolutionary processes that have shaped

contemporary patterns of biodiversity. The evolutionary histories of species belonging to

multiple genera from four common coral reef fish families: the Chaetodontidae

(butterflyfishes), Labridae (wrasses), Pomacanthidae (angelfishes), and Epinephelidae

(groupers) were reconstructed based on molecular data. Resultant phylogenies were temporally

calibrated using palaeontological data. The reconstructed chronograms were combined with

detailed distributional data to determine how closely related species are geographically

distributed, and to explore the processes responsible for contemporary patterns of reef fish

diversity. First, the diversification of endemic species was explored by considering a case study

of the wrasse genus Anampses. A second case study assessed the evolution of sympatric species

within the angelfish genus Pomacanthus. Finally, a multi-family phylogenetic hypothesis was

constructed to broaden the generality of conclusions drawn from the case studies. This

expanded phylogenetic hypothesis was used to critically evaluate traditional methods of

phylogenetic age estimation; to compare the ages of species from different biogeographical

areas; and to evaluate the role of geography in the speciation of coral reef fishes. Together,

these studies have identified common evolutionary and biogeographical patterns among reef

fish species, and begun to unravel potential processes involved in species divergence and

maintenance.

A chronogram of the genus Anampses identified diversification of extant species from the

mid-Miocene onward. Evolutionarily, this resulted in a high proportion of endemic species with

varied divergence times and distributions largely restricted to the range edges of Indo-Pacific

coral reefs. Evolutionary relationships within the genus, combined with limited spatial and

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temporal concordance among endemics, suggest that successive peripheral speciation, or

peripheral budding, may have generated substantial species diversity within this genus. The

findings highlight the importance of peripherally isolated locations in creating and maintaining

endemic species.

Extant species in the genus Pomacanthus showed similar timing in their divergence, from

the mid-Miocene onward. In contrast to Anampses, this genus consists of species that are

largely sympatric, where 80% of sister-species demonstrated complete or substantial (> 85%)

distributional overlap. Splits between lineages within the phylogeny corroborated key

biogeographical events including the Terminal Tethyan Event and the rise of the Isthmus of

Panama, suggesting that allopatric speciation impacted the early evolutionary history of the

genus. Age-range correlation analyses revealed no significant relationship between the degree

of distributional overlap and divergence time, demonstrating that exceptional sympatry is not

restricted to evolutionarily older species. This work emphasizes the need to disentangle process

from pattern by demonstrating that a number of speciation modes, including sympatry and

peripatry, likely led to the divergence of species with exceptionally high distributional overlap.

Commonly, divergence time estimates from the nodes of a temporally-calibrated phylogeny

are used as indicators of extant species’ ages. However, this method can sometimes produce

misleading age estimates, specifically in the presence of extinction and ancestral persistence. A

method to minimize the impacts of extinction and ancestral persistence on divergence time

estimation was established. The method focuses on recent divergences (using a sister-species

approach) and involves the combination of minimum divergence time estimates (as indicators

of species’ ages) with the minimum geographical range area between two sister-species, for all

sister-species pairs. When applied to coral reef fishes, this method revealed a general pattern of

geographical range expansion with increasing evolutionary age. The differences in the trends

recovered from excluding potential biases associated with ancestral persistence (i.e. maintaining

a large geographic range over time) suggest that ancestral persistence may be prevalent among

coral reef fishes, with successive peripheral speciation impacting age-area relationships. The

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described method may reveal the occurrence of successive peripheral speciation events across a

broad range of taxa.

The multi-family phylogeny revealed similar temporal patterns of coral reef fish divergence

among major marine realms and regions, despite differing geological histories. The

evolutionary age of most coral reef fish species ranges from 1 to 5 Ma. Notable differences

were recorded in the timing of divergence and spatial relationships of endemic species in the

Red Sea and Hawaiian Islands. Red Sea endemics have diverged consistently throughout the

past 16 Myr, whereas endemic species colonized the Hawaiian Islands in two distinct waves (0–

3 Ma and 8–12 Ma). These results suggest that markedly different processes have shaped

patterns of diversification in two prominent, peripherally isolated locations.

Important areas of common overlap and vicariance were identified through the continued

application of a sister-species approach using the multi-family phylogeny. Congruent vicariance

was detected across six previously described biogeographical barriers: the Amazon and Orinoco

barriers, Isthmus of Panama, Hawaiian Archipelago, Indo-Pacific, and a previously unnamed

barrier I term the Mid-Indian Ocean Barrier (MIOB). The MIOB is hypothesized to be driven

by the unusually high sediment content of the Ganges and Indus river systems and the resultant

impacts on physical oceanography. A high concentration of distributional overlap was strikingly

concordant with the Coral Triangle. This may suggest that the Coral Triangle harbours

sufficiently complex environments to facilitate reproductive isolation through niche

specialisation that permits closely related species to co-occur. However, the significantly lower

than expected degree of distributional overlap among sister-species in this region indicates that

it is, more frequently, an area of secondary contact between species that largely occupy adjacent

ocean basins, supporting the Centre of Overlap hypothesis. This information helps to illuminate

the roles various biogeographical regions and boundaries play in creating and maintaining

extant species diversity.

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In summary, coral reef fish species have an intricate evolutionary history involving a

combination of evolutionary processes that have led to the establishment of complex

contemporary biogeographical patterns. Fluctuations in soft biogeographical barriers, founder

events and potential divergence in sympatry appear to have driven present day biodiversity. The

Coral Triangle not only harbours a unique richness of species but it also supports the co-

existence of numerous sister-species. As a whole, this thesis provides a detailed description of

the temporal evolution of coral reef fish species, their contemporary geographical distributions,

and the evolutionary processes that have likely shaped their distinctive patterns of biodiversity.

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Table of Contents

Page

Statement of Access i

Statement of Sources ii

Electronic Copy Declaration iii

Statement on the Contribution of Others iv

Acknowledgements v

Abstract viii

Table of Contents xii

List of Figures xv

List of Tables xviii

Chapter 1: General Introduction 1

Chapter 2: General Methods 7

2.1 Case Studies 7

2.2 Multi-Family Phylogeny 12

Chapter 3: The role of peripheral endemism in species diversification: evidence from the genus Anampses (Family: Labridae) 15

Published in Molecular Phylogenetics and Evolution 62: 653–663

3.1 Introduction 15

3.2 Materials and Methods 18

3.3 Results 19

3.4 Discussion 22

Chapter 4: Evolution of sympatric species: a case study of the coral reef fish genus Pomacanthus (Pomacanthidae) 36

Published in Journal of Biogeography 40: 1676–1687

4.1 Introduction 36

4.2 Materials and Methods 39

4.3 Results 40

4.4 Discussion 45

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Page

4.5 Conclusions 55

Chapter 5: On the relationship between species age and geographical range in reef fishes: are widespread species older than they seem? 56

In press Global Ecology and Biogeography

5.1 Introduction 56

5.2 Phylogenetic Methods of Age Estimation 58

5.3 Quantifying Species Age in Reef Fishes 59

5.4 Applications and Implications 74

Chapter 6: Temporal evolution of coral reef fishes: global patterns and disparity in isolated locations 77

Published in Journal of Biogeography 41: 2115–2127

6.1 Introduction 77

6.2 Materials and Methods 79

6.3 Results 82

6.4 Discussion 88

6.5 Conclusions 95

Chapter 7: The geography of speciation in coral reef fishes 97

Submitted for publication

7.1 Introduction 97

7.2 Materials and Methods 101

7.3 Results 103

7.4 Discussion 105

7.5 Conclusions 119

Chapter 8: Concluding Discussion 120

References 125

Appendix A: Supplementary materials for Chapter 2 156

Appendix B: Supplementary materials for Chapter 3 178

Appendix C: Supplementary materials for Chapter 4 184

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Page

Appendix D: Supplementary materials for Chapter 5 190

Appendix E: Supplementary materials for Chapter 6 200

Appendix F: Supplementary materials for Chapter 7 203

Appendix G: Publications arising from thesis 206

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List of Figures

Page

Figure 3.1 A phylogeny of Anampses represented by the best maximum likelihood tree

obtained from 10 independent runs in GARLI. 21

Figure 3.2 A chronogram illustrating the temporal diversification of Anampses species. 25

Figure 3.3 The geographical distributions of Anampses species. 26

Figure 3.4 A schematic diagram of the: (a) ‘successive division’, (b) ‘successive

colonization’, and (c) ‘peripheral budding’ models of diversification observed

among Anampses species. 31

Figure 4.1 A chronogram illustrating the temproal diversification of Pomacanthus

species. 43

Figure 4.2 The geographical distributions of Pomacanthus species in the west Tethyan

clade. 44

Figure 4.3 The geographical distributions of Pomacanthus species in the east Tethyan

clade. 47

Figure 4.4 Areas of species’ range overlap within the Pomacanthus genus. 48

Figure 4.5 Plots of the relationship between degree of sympatry and node age based on

the Pomacanthus phylogeny. Two methods were used to estimate the

geographical ranges of higher clades, (a) the union method, and (b) independent

comparisons. 51

Figure 4.6 Plot of the relationship between degree of symmetry and node age based on

the Pomacanthus phylogeny. 52

Figure 4.7 Proportion of sympatric sister-species among marine taxa for which there

exists a species-level phylogeny with near complete taxon sampling (> 85%)

and more than two sister-species pairs. 54

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Figure 5.1 Schematic diagram representing methods of (a) temporally-calibrating nodes

from a phylogeny using molecular data, and (b) how the estimates are used in

examining the relationship between species age and geographical range. 60

Figure 5.2 Relationship between species age and geographical range plotted as

described in Figure 5.1 from an analysis of 293 reef fish species from four

families: Chaetodontidae, Labridae, Pomacanthidae, and Epinephelidae. 61

Figure 5.3 Schematic diagram illustrating the effects of extinction, or missing extant

taxa, on phylogenetic estimates of divergence time. 62

Figure 5.4 Plot of the relationship between minimum divergence times mean

geographical range area, calculated for all sister-species pairs. 65

Figure 5.5 Schematic diagram illustrating (a) the peripheral budding model of

diversification, and (b) the topological relationships resolved from a molecular

phylogeny of species that have diverged under the peripheral budding model. 67

Figure 5.6 Plot of the relationship between minimum divergence time and minimum

geographical range area using a sister-species approach. 69

Figure 5.7 Plot of the results of phylogenetically independent contrasts performed to

evaluate the consistency of the relationship between species age and (a) average

geographical range areas, and (b) randomised geographical ranges for all sister-

pairs. 71

Figure 5.8 Plot of the results of phylogenetically independent contrasts performed to

evaluate the consistency of the relationship between species age and minimum

geographical range for all sister-pairs. 72

Figure 5.9 Incorporates geographical range symmetry into the model relating minimum

geographical range to species age. 74

Figure 5.10 The relationship between species age and the degree of geographical range

symmetry. 75

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Figure 6.1 Biogeographical variation in the ages of coral reef fish species. (a) Map

showing two marine realms, the Indo-Pacific and Atlantic, and the regions

within each realm differentiated by colour. Age comparisons of coral reef fish

species among marine realms and regions using (b) a full-phylogeny approach,

and (c) a sister-species approach. 85

Figure 6.2 Frequency distribution of age estimates for coral reef fish species across the

entire mulit-family phylogeny. 86

Figure 6.3 Frequency distributions of age estimates for coral reef fish species (a)

endemic to the Red Sea, and (b) endemic to the Hawaiian Islands. 87

Figure 6.4 Estimated ages of Red Sea and Hawaiian endemic coral reef fish species

coded by their topological status and distributional relationships. 89

Figure 7.1 Schematic showing how (a) overlap and (b) vicariance were mapped for

sister-species pairs. 103

Figure 7.2 Patterns of vicariance among sister-species of coral reef fishes. (a)

Previously described biogeographical barriers. (b) Concordant splits between

allopatric sister-species in relation to biogeographical barriers. (c) Plot of the

average degree of distributional symmetry for allopatric sister-species. 107

Figure 7.3 Patterns of sympatry among sister-species of coral reef fishes. (a) Heatmap

showing the concentration of overlap among sympatric sister-species. (b)

Enlarged view of the Central Indo-Pacific region showing the highest

concentration of overlapping areas. (c) Plots of the average degree of sympatry

and distributional symmetry for sympatric sister-species. 109

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List of Tables

Page

Table 3.1 Gene-specific models of evolution of Anampses fishes selected under the

corrected Akaike information criterion in JMODELTEST. 19

Table 4.1 Gene-specific models of evolution of Pomacanthus fishes selected under the

corrected Akaike information criterion in JMODELTEST. 41

Table 6.1 Sample sizes and resulting mean species age for two approaches used to

compare the ages of coral reef fish species between marine biogeographical

realms and regions, the (a) full-phylogeny approach and the (b) sister-species

approach. 84

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Chapter 1: General Introduction

Understanding the complex history of earth’s endless forms, how they came to be and how

they are sustained, has been a fundamental facet of biology since the dawn of evolutionary

theory (Darwin, 1859; Wallace, 1889). Over the past several decades, the use of molecular data

has advanced the exploration of evolution and biogeography (Mantooth & Riddle, 2011;

Posadas et al., 2013; Morlon, 2014). Molecular based phylogenetic hypotheses provide a

window into the evolutionary history of living forms, detailing organismal relationships and the

temporal aspect, or chronology, of divergence. In the process of unravelling complex

biogeographical histories the chronology of divergence is a vital component because it provides

an opportunity to identify palaeogeographical events and their likely influence on the

divergence of particular taxa. Together, the chronology and geography of evolution form a

spatiotemporal framework that facilitates further investigation into the mechanistic processes of

evolution.

Because evolution is a dynamic, continuous process, phylogenetic methods can be applied

to a range of taxonomic levels. Biogeography can also be considered on an array of spatial

scales. However, the diversity of life is most often described using species as the focal unit. It is

therefore critically important to establish an evolutionary biogeographical framework at the

species level to fully understand key factors that shape diversity and the processes through

which diversity is generated. Successful projection of the biogeographical consequences of

global environmental change critically hinge on this foundational knowledge (Pimm & Raven,

2000; Hughes et al., 2003).

Geographical areas of concentrated diversity, or biodiversity hotspots, provide ideal

opportunities to study evolution and biogeography. In the marine realm, the most prominent

biodiversity hotspot, often referred to as the Coral Triangle, is centred in the Malay Archipelago

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between the Indian and Pacific Oceans (Rosen, 1984; Hoeksema, 2007; Bellwood & Meyer,

2009). The area is a hotspot of diversity for many marine organisms including plants,

invertebrates, and coastal reef-associated fishes (reviewed in Hoeksema, 2007; Renema et al.,

2008; Bellwood et al., 2012). Of the organisms aligned with this hotspot, the reef fishes are

among the most diverse and have well-described, interesting distributional patterns, providing

an exemplary system to study the biogeography and evolution of tropical species.

Early evolutionary studies of reef fishes used traditional morphological systematics to

establish important biogeographical patterns among closely related taxa (Vari, 1978; Woodland,

1983; Winterbottom et al., 1984; Springer, 1988; Blum, 1989; Hastings, 1990). Methodological

advances in the collection and analysis of molecular sequence data led to the implementation of

molecular phylogenies as a tool to investigate the evolutionary history of reef fishes. Initial

molecular based studies were limited to a small number of taxa in select genera (Lacson &

Nelson, 1993; McMillan & Palumbi, 1995; Streelman et al., 2002; Crow et al., 2004).

However, they confirmed that the results of molecular phylogenetic approaches often aligned

with predictions made by morphological studies. Even when the two approaches differed, these

early studies reinforced their complementarities and demonstrated the effectiveness of their

combined usage to investigate biogeographical patterns.

Further phylogenetic studies clarified the taxonomic structure and distinction of reef fishes,

providing the foundational knowledge necessary to approach questions of biogeography

(Streelman & Karl, 1997; Kuriiwa et al., 2007; Chiba et al., 2009; Cooper et al., 2009; Near et

al., 2013; Sorenson et al., 2013). The development of analytical methods that combined

molecular data with palaeontological records created the opportunity to use fossils and

palaeogeographical events as calibration tools to establish a temporal framework for

phylogenetic hypotheses. While time-trees only provide estimates of the timing of divergence

events surrounded by a certain level of uncertainty, they have successfully described the tempo

and mode of divergence among reef fishes and corroborated the timing of lineage divisions with

key palaeogeographical events such as the closure of the Tethys Seaway and the rise of the

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Isthmus of Panama (Bellwood et al., 2004; Barber & Bellwood, 2005; Robertson et al., 2006;

Fessler & Westneat, 2007; Teske et al., 2007; Cowman & Bellwood, 2011; Lin & Hastings,

2013). Temporal estimates for dominant reef fish families showed that most generic lineages

were in place by the early Miocene; however, these studies provided few direct estimates of the

timing of species divergence.

Recent comparative phylogenetic studies have modelled ancestral lineages to infer patterns

of origination and dispersal (Cowman & Bellwood, 2013a). They revealed that the Indo-

Australian Archipelago has played a number of roles in accumulating, maintaining and

exporting reef fish lineages through time. Reconstructing ancestral vicariance showed that both

hard and soft barriers could have strong effects on the evolution of reef fish lineages (Cowman

& Bellwood, 2013b). These findings illuminate the processes important in lineage

diversification among reef fishes and provide a vital frame of reference for further investigation

into their evolutionary history. However, to clarify the processes responsible for patterns of

contemporary species diversity it is necessary to develop a framework that describes the

evolution and biogeography of reef fish species.

Equally important findings have come from studies of population-level relationships within

species. These studies have highlighted key biogeographical barriers to genetic connectivity of

populations (Muss et al., 2001; Rocha, 2003; Bernardi & Lape, 2005; Gaither et al., 2010),

areas of population overlap (Bowen et al., 2001; Gaither et al., 2011a), and potentially

important modes of speciation for reef fishes (Rocha et al., 2005; Craig et al., 2006; Winters et

al., 2010). Comparative phylogeographic studies have constructively generalised intra-specific

biogeographical patterns (Hellberg, 2009; Drew & Barber, 2012; Altman et al., 2013; DiBattista

et al., 2013). If similar processes are responsible for driving genetic diversification within and

between species, comparative phylogeographic studies may serve as a tool for predicting

evolutionary and biogeographical patterns among species.

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Phylogenetic studies have detailed the evolution of species for a growing number of reef

fish genera (McCafferty et al., 2002; Bernardi et al., 2004; Klanten et al., 2004; Read et al.,

2006; Bernardi et al., 2008; Crow et al., 2010; Choat et al., 2012; Gaither et al., 2014).

However, few studies have considered the evolutionary history of reef fish species within a

temporal and spatial framework to explore their biogeographical patterns (but see Bernardi et

al., 2008). Furthermore, comparative phylogenetic studies of reef fish species have been limited

by methodological inconsistencies of estimated divergence times among closely related species,

or the lack of temporal estimates for some taxa. Without a temporal framework describing the

chronology of divergence, it is difficult to evaluate the importance of palaeogeographical events

in generating and maintaining species. However, these comparative studies have established

broad biogeographical patterns and highlighted potentially important processes that enable

specific questions pertaining to the evolution and biogeography of coral reef fish species to be

addressed.

With the increasing availability of molecular sequence data and the acquisition of

previously un-sampled taxa it is now possible to explore the evolutionary and biogeographical

history of species within a number of reef fish genera. Within the context of the evolutionary

biogeography of ancient reef fish lineages and present-day populations, the research herein

seeks to identify common phylogenetic and distributional patterns among species to uncover

those that are likely to have shared a common biogeographical history, and to explore the

potential evolutionary and biogeographical processes involved in species divergence and

maintenance.

Aims

The primary objective of this thesis was to establish the chronology of extant species

divergence and combine it with detailed contemporary biogeographical data to form the

spatiotemporal framework necessary to investigate evolutionary processes. This was

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accomplished through the reconstruction of the evolutionary histories of reef fish species using

molecular phylogenetic methods. Molecular sequence data for species within multiple coral reef

fish genera were generated or mined from existing data. A range of recent phylogenetic

reconstruction and age estimation programs were used to analyse the molecular data in

combination with palaeontological data. The resultant phylogenetic hypotheses, along with

further biogeographical approaches, were used to address specific objectives relating to the

following key questions:

1. When did reef fish species diverge?

2. How are closely related species geographically distributed? and

3. What does this suggest about the processes responsible for contemporary patterns of

reef fish diversity?

These key questions are addressed in five distinct chapters outlined below. Chapters 3, 4, and 6

correspond directly to publications arising from this thesis (see Appendix G).

Thesis outline

Question 1 was addressed in all five chapters by employing the latest Bayesian inference

methods to reconstruct temporally-calibrated phylogenetic hypotheses based on molecular and

palaeontological data for genera with complete (or near complete) sampling of extant, nominal

species. Question 2 involved the geographical analysis of contemporary distributions of species

in conjunction with their estimated phylogenetic relationships and divergence times. Together,

this information provided the framework necessary to explore variations in Question 3.

Chapter 3 investigated the role of peripheral isolation in the diversification of reef fish

species in a case study of the wrasse genus Anampses (Family: Labridae). Chapter 4 examined

the evolution of sympatric species within the angelfish genus Pomacanthus (Family:

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Pomacanthidae). To explore the evolutionary history of reef fish species more broadly,

Chapters 5–7 examined inter-specific relationships of 53 genera from four major coral reef fish

families (Chaetodontidae, Labridae, Pomacanthidae, and Epinephelidae). Chapter 5 critically

evaluated methods commonly used to analyse the relationship between species age and

geographical range area by addressing the inherent effects of phylogenetic age estimation using

coral reef fishes as an example. Chapter 6 explored global patterns in the temporal evolution of

reef fish species, with particular focus on patterns of divergence among species restricted to

isolated locations. Chapter 7 analysed the geography of speciation in reef fishes where

common areas of sympatry and vicariance among sister-species were identified.

Finally, Chapter 8 summarised the preceding chapters, providing an overview of the

evolutionary history of coral reef fish species and the processes potentially important in

generating such exceptional species diversity.

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Chapter 2: General Methods

2.1 Case Studies

Data selection

Data for both case studies (Chapters 3, 4) were collected in the form of tissue samples taken

from all extant, nominal species corresponding to the applicable genera, Anampses and

Pomacanthus (12 and 13 species, respectively; nomenclature following Randall, 1972, 1986;

Allen et al., 1998; Bellwood et al., 2004). Tissues of Anampses viridis were unavailable. This

species, endemic to Mauritius, has not been observed in recent years, despite dedicated

sampling efforts. It is thought to be extinct (Hawkins et al., 2000; Dulvy et al., 2003), or to

have been taxonomically confused (Russell & Craig, 2013). The closest sister groups to

Anampses and Pomacanthus are not known with certainty; however, recent phylogenetic studies

of the family Labridae (Westneat & Alfaro, 2005; Kazancıoğlu et al., 2009; Cowman &

Bellwood, 2011) and Pomacanthidae (Bellwood et al., 2004) were consulted to identify putative

sister taxa. These studies identified Macropharyngodon and Halichoeres as sister to Anampses,

and Chaetodontoplus, Pygoplites, and Holacanthus as sister to Pomacanthus. Representative

species from each sister genus were included in the phylogenetic analyses, as well as more

distant species used to root the phylogenies and provide nodes for fossil calibration (see Tables

S2.1 and S2.2 in Appendix A, and subsection Age estimation for details). Where possible, two

individuals of each species were sampled from widely spaced geographical locations to improve

the representation of intraspecific genetic variation.

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Laboratory procedures

Genomic extraction methods were the same for both case studies. Standard salt-chloroform

procedures (Sambrook et al., 1989) were used to extract genomic DNA from ethanol preserved

muscle tissue of recently euthanized individuals. One nuclear and three mitochondrial gene

fragments for each case study were amplified using polymerase chain reaction (PCR) (Table

S2.1 and S2.2, Appendix A). Partial sequences of the cytochrome c oxidase subunit 1 (CO1),

12S rRNA and 16S rRNA genes were obtained using previously published PCR and sequencing

procedures and conditions (Read et al., 2006). The first intron of the S7 gene was amplified

using the primers S7RPEX1F (5′-TGG CCT CTT CCT TGG CCG TC-3′) and S7RPEX2R (5′-

AAC TCG TCT GGC TTT TCG CC-3′) following Chow and Hazama (1998). Each 20 μl

reaction volume contained 2.5 mM Tris–Cl pH 8.7, 5 mM KCl and (NH4)2SO4, 1.5–4.5 mM

MgCl2, 200 μM each dNTP, 10 μM each primer, 0.75U of Taq polymerase (Qiagen) and 10 ng

template DNA. Thermocycling profiles were carried out under the following conditions: an

initial denaturation at 94°C for 2 min, 35 cycles each consisting of denaturation at 94°C for 45

s, annealing at 50°C for 45 s, and extension at 72°C for 1 min, and a final extension at 72°C for

10 min. Following quantification by electrophoresis on 1.5% agarose gel, PCR products were

purified by isopropanol precipitation and directly sequenced in forward and reverse directions

using dye terminator chemistry, then cleaned following manufacturer protocols (Applied

Biosystems). Labelled sequenced products were analysed on an automated ABI3730XL DNA

analyser (Macrogen, Seoul, South Korea).

Sequence data

For the Anampses case study (Chapter 3), all specimens were used as separate taxa for

parsimony, likelihood and Bayesian analysis to establish whether or not evolutionarily

significant units (ESUs) were equivalent to species designations. Consensus sequences (50%

strict) were computed for age estimation following evaluation of the phylogenetic results. For

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the Pomacanthus case study (Chapter 4), consensus sequences were constructed and used for all

analyses. Sequence assembly, editing and alignment were completed in GENEIOUS PRO v5.1

(Biomatters, Auckland, New Zealand; available at: http://www.geneious.com/) using default

settings. All alignments were manually adjusted through the insertion or deletion of gaps and

trimmed in order to minimize missing data. Care was taken to ensure that both alignments

analysed in the Anampses case study, the alignment used for phylogenetic analysis and the

consensus alignment used for age estimation, contained the same information. No gaps were

present in CO1 sequences, which also lacked stop codons when translated. Sequences obtained

from both case studies are available from GenBank (Table S2.1 and S2.2, Appendix A).

Appropriate substitution models were identified for each alignment and partition in

JMODELTEST (Posada, 2008). The corrected Akaike information criterion (AICc) (Sugiura,

1978; Hurvich & Tsai, 1989) was used to select models for further analysis because it allows

sample size to be specified and is the preferred method for small alignments.

Phylogenetic analysis

All analyses were performed on a dual core processor MacBook Pro or via the

Cyberinfrastructure for Phylogenetic Research (CIPRES) project (Miller et al., 2010), a browser

that provides access to TeraGrid resources for phylogenetic tree inference. Phylogenetic

relationships were assessed based on concatenated alignments using parsimony, likelihood, and

Bayesian inference analyses for each case study. PAUP* v4.0b10 (Swofford, 2003) was used to

perform maximum parsimony (MP) analysis for which five independent heuristic searches were

executed using a tree bisection–reconnection (TBR) branch-swapping algorithm with 100

random sequence addition replicates. Analyses were run with and without weights assigned to

transversions relative to transitions (2:1 for the Anampses dataset; 5:1 for the Pomacanthus

dataset). The weighted stepmatrix was calculated based on estimates of substitution rates

obtained from JMODELTEST (Posada, 2008). Nonparametric bootstrapping was also

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implemented, with 1000 bootstrap pseudo-replicates using heuristic searches and TBR branch-

swapping with two random sequence additions per pseudo-replicate, to determine the level of

support for each clade. For each case study, a majority-rule consensus tree was produced from

all topologies recovered from the bootstrap analysis. The final weighted MP tree was chosen

based on consistency with other phylogenetic analyses.

Maximum likelihood (ML) analysis, implemented in GARLI v1.0 (Zwickl, 2006), was used

to search for the tree topology, branch lengths and substitution model parameters with the

highest log-likelihood (–lnL) score based on the maximum likelihood criterion. For each case

study, 10 independent iterations of the analysis were performed using default settings for

algorithm parameters. Of the ten best trees obtained, the tree with the best –lnL score was

considered the best overall topology. Since the program simultaneously estimates substitution

model parameters, the analyses were run with and without the substitution model specified (as

per AICc). This served to further ensure the analyses were converging on similar solutions for

each respective genus and not arriving in a suboptimal area of tree space. The final trees for

each genus used in further analysis were chosen based on the best overall –lnL scores. Bootstrap

analysis was also performed with 100 bootstrap replicates and the best ML tree specified as the

starting tree. For both Anampses and Pomacanthus, a majority-rule consensus tree was

constructed in PAUP* to determine the level of support for the clades recovered.

Bayesian inference (BI) methods were implemented in MRBAYES v3.1.2 (Ronquist &

Huelsenbeck, 2003) using a partition mix model on TG, a large NSF Tera-Grid Resource

accessed via CIPRES. Partitions were assigned according to gene region and the general

substitution model structure was specified (as per AICc) for each partition. Parameters were

unlinked across partitions and each was allowed to evolve under different rates using a flat

Dirichlet prior. For the Anampses case study, posterior probabilities of clades were calculated

following four 50 million generation Markov Chain Monte Carlo (MCMC) analyses, each with

four chains sampling every 1000 generations. For the Pomacanthus case study, posterior

probabilities were calculated following two 10 million generation MCMC analyses, each with

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four chains sampling every 500 generations. Convergence was assessed using AWTY

(Wilgenbusch et al., 2004) and TRACER v1.5 (Rambaut & Drummond, 2007). Upon

examination of the trace files, a conservative burn-in of 10% (5 million generations, or 5000

trees for Anampses; 1 million generations, or 2000 trees for Pomacanthus) was discarded from

each run and a 50% majority-rule consensus tree was computed for each respective genus using

the remaining sampled trees.

Age estimation

Age estimation was performed using the BEAST v1.6.1 package (Drummond & Rambaut,

2007). Substitution models were set accordingly for each gene partition. A strict molecular

clock was applied to the CO1 partition in the Anampses analysis and to the 16S partition in the

Pomacanthus analysis following preliminary tests, which indicated a strict molecular clock

could not be rejected because the marginal posterior distribution of the standard deviation of the

substitution rate included zero. All other gene partitions rejected a strict molecular clock and a

relaxed uncorrelated lognormal clock was employed (Drummond et al., 2006). The birth–death

process was specified as the tree prior to account for speciation and extinction (Gernhard,

2008). Starting trees were randomly generated for each run.

Time calibrations were made based on fossil evidence, specifically for Anampses, the

minimum fossil age of Eocoris bloti (Bannikov & Sorbini, 1990) was used to place an

exponential prior on the root node (50 Ma hard lower bound; 95 Ma soft 95% upper bound)

following Cowman et al. (2009). For Pomacanthus, the fossil ages of Avitoluvarus dianae,

Avitoluvarus mariannae, Kushlukia permira and Luvarus necopinatus (Bannikov & Tyler,

1995) were used to date the most recent common ancestor (MRCA) of Luvarus, Zanclus and

Acanthuridae (Acanthurus and Naso) using an exponential prior (55.8 Ma hard lower bound;

63.9 Ma soft 95% upper bound) following Near et al. (2012). Posterior samples from four

independent MCMC analyses, each with 10 million generations sampling every 1000th

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generation, were assessed for convergence and appropriate burn-in using AWTY and TRACER

v1.5. Tree files were combined, after removal of 10% burn-in, using LOGCOMBINER v1.6.1

(Drummond & Rambaut, 2007) and a maximum clade credibility tree was constructed for each

genus using TREEANNOTATOR v1.6.1 (Drummond & Rambaut, 2007) to display median ages

and 95% highest posterior density (HPD) intervals (upper and lower) for each node.

2.2 Multi-Family Phylogeny

Data selection and handling

Sequence data for analyses used in Chapters 5–7 were obtained from GenBank for those

coral reef fish families with distribution maps available from the IUCN Red List spatial

database (IUCN, 2011). At the time of data collection this included genera belonging to the

families: Acanthuridae, Chaetodontidae, Labridae, Pomacanthidae, and Epinephelidae. Species

designations were based on the IUCN Red List (IUCN, 2011) and FishBase

(http://www.fishbase.org). Only loci with the most coverage across all families were

considered. Among the mitochondrial loci, these included 16S rRNA, 12S rRNA, CO1, and

cytochrome b. Nuclear loci included TMO-4C4 and S7 intron 1. Sequence coverage was also

assessed within each of the reef fish families to maximize taxon sampling within genera and

minimize missing sequence data within the alignment. Only those genera where a minimum of

70 % of constituent species had sequences available for any of the four mitochondrial loci, and

at least 50 % sequence coverage across all six loci were considered. This resulted in the

inclusion of 53 genera within four coral reef fish families: Chaetodontidae, Labridae,

Pomacanthidae, and Epinephelidae (Table S2.3, Appendix A). Additional sequences were also

included for taxa used to root the phylogeny (Opsanus pardus and Porichthys notatus) and to

provide additional nodes for fossil calibration (Tables S2.3 and S2.4, Appendix A).

Sequences were aligned in GENEIOUS PRO v6.1.2 (Biomatters, Auckland, New Zealand;

available at: http://www.geneious.com/) using default settings for each locus. All alignments

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were manually adjusted through the insertion or deletion of gaps, and trimmed to minimize the

amount of missing data. PARTITIONFINDER v1.0.1 (Lanfear et al., 2012) was used to

simultaneously select an appropriate partitioning scheme for the concatenated alignment and the

best fitting models of molecular evolution for each locus based on the Bayesian Information

Criterion (BIC) (Schwarz, 1978).

Spatial data were compiled from the IUCN Red List spatial database for all species

included in the phylogenetic analysis (except Aprops bilinearis, Grammistes sexlineatus,

Niphon spinosus, and Zalanthias kelloggi, which had not been assessed by the IUCN Red List

at the time of sampling). Spatial analyses were conducted in GRASS (GRASS Development

Team, 2011) and QGIS (QGIS Development Team, 2012). The geographical range area of each

species was calculated as the total area of all constituent polygons in their respective

distribution maps (IUCN, 2011).

Phylogenetic analysis and age estimation

A time-calibrated phylogeny was constructed based on partitioned Bayesian analysis in

BEAST v1.7.5 (Drummond & Rambaut, 2007) using nine fossil calibrations (Table S2.4,

Appendix A). Partitioning and models of molecular evolution were specified according to those

identified by PARTITIONFINDER (Lanfear et al., 2012) (Table S2.5, Appendix A). Divergence

times were estimated under a relaxed uncorrelated lognormal clock model (Drummond et al.,

2006) following preliminary analyses that rejected a strict molecular clock for all partitions. The

birth–death process was specified as the tree prior to account for speciation and extinction

(Gernhard, 2008), and starting trees were randomly generated for each run. Temporal

calibrations were made based on fossil evidence used in previous phylogenetic studies of fishes

(Cowman et al., 2009; Near et al., 2012) (Table S2.4, Appendix A). Posterior samples from six

independent MCMC analyses, each with 40 million generations and sampling every

2000th generation, were assessed for convergence and appropriate burn-in using TRACER v1.5

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(Rambaut & Drummond, 2007). Tree files were combined using LOGCOMBINER v1.6.1

(Drummond & Rambaut, 2007) following the removal of 20 % burn-in and re-sampling every

4000 states. A maximum clade credibility tree was constructed using TREEANNOTATOR v1.6.1

(Drummond & Rambaut, 2007) to display median ages and 95 % HPD intervals for each node.

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Chapter 3: The role of peripheral endemism in species

diversification: evidence from the genus Anampses (Family:

Labridae) Published in Molecular Phylogenetics and Evolution 2012 62(2): 653–663

3.1 Introduction

One of the central topics in marine evolutionary biogeography focuses on understanding

and explaining the pattern of increased species richness in the area known as the Indo-

Australian Archipelago (IAA). This area is often referred to as a biodiversity hotspot because it

encompasses the world’s largest concentration of marine biodiversity (Reaka et al., 2008;

Renema et al., 2008; Bellwood et al., 2012). Numerous ecological factors including habitat

diversity, reef area and geographical location correlate with patterns of species richness in and

around the hotspot (Bellwood et al., 2005; Hoeksema, 2007). Though insightful, correlative

ecological factors are based primarily on present day species’ distributions and ecologies, and

therefore contribute little to our understanding of how the diversity was generated. Large-scale

patterns of biodiversity, such as that documented in the IAA hotspot, result from interactions

between current ecological and environmental conditions, as well as the biogeographical history

of the area. The study of evolutionary lineages in relation to their geographical distributions has

played a crucial role in elucidating patterns of historical biogeography (Lessios et al., 2001;

Rocha et al., 2007; Floeter et al., 2008; Riddle et al., 2008; Leray et al., 2010). Recent

analytical advances have permitted the incorporation of historical evidence in phylogenetic

reconstructions, which has enabled the key issue of timing of species origination to be

addressed through the construction of detailed chronograms (Alfaro et al., 2007; Hurley et al.,

2007; Azuma et al., 2008; Frey & Vermeij, 2008; Cowman et al., 2009; Kazancıoğlu et al.,

2009; Santini et al., 2009; Bellwood et al., 2010). As a result, we are now able to tackle novel

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questions regarding the evolution of peripherally isolated endemic species and to explore the

role they may play in shaping the diversity of this distinctive region.

Endemism has long been a topic of interest among marine researchers. The conventional

biogeographical hypotheses put forth to explain the bulls-eye pattern of diversity concentrated

in the IAA, typically referred to as the ‘Centre-of’ models (Hoeksema, 2007; Bellwood et al.,

2012), make explicit predictions about the ages and geographical locations of endemic species.

Under the Centre of Origin model, young endemics should lie in the IAA, while under the

Centre of Overlap and particularly, the Centre of Accumulation models, they should be

peripheral to the IAA. Early contributions to the study of endemism in the marine realm equated

hotspots to major centres of endemism, largely based on patterns known from terrestrial

systems (Roberts et al., 2002). Further work demonstrated that the majority of corals and reef

fish found to occur within the IAA are not endemics (Hughes et al., 2002). It is now broadly

recognised that most coral reef associated endemism is concentrated along the periphery of the

hotspot (Bellwood & Wainwright, 2002; Hughes et al., 2002; Jones et al., 2002; Connolly et

al., 2003; Meyer et al., 2005; Allen, 2008; Briggs, 2009; Budd & Pandolfi, 2010; Hobbs & van

Herwerden, 2010). Yet, previous molecular work has provided no consistent pattern with regard

to the ages of peripheral endemic species in favour of any one ‘Centre of’ model over another.

Furthermore, it has been acknowledged that no single explanation is likely to account for the

presence of the IAA hotspot (Rosen, 1984; Palumbi, 1997; Bellwood & Wainwright, 2002;

Cowman & Bellwood, 2011).

By their very nature, peripherally isolated endemic species do not add to the diversity of

species found within the central hotspot. However, by examining the evolutionary relationships

and ages of peripheral endemics and their closest relatives we may better understand what

speciation mechanisms are implicated in generating coral reef fish biodiversity at range edges.

To do this, I have focused on a widespread tropical Indo-Pacific reef fish genus with a relatively

high proportion (42%) of peripherally isolated endemic or restricted range species, several of

which have shared distributions. The genus Anampses (family: Labridae) is a relatively small

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group consisting of 12 extant species, all of which were sampled. There are few distinguishing

morphological and meristic features among Anampses species and previous attempts to recon-

struct their evolutionary history have relied almost exclusively on the highly varied colour

forms present in this sexually dichromatic group of fishes (Randall, 1972). Knowledge of the

evolutionary history of Anampses will enable us to identify sister relationships of endemic

species and estimate when they diverged. By combining this information with species

distributions I am able to consider the speciation processes responsible for generating coral reef

fish diversity at range edges. Temporal concordance among endemic species will be of

particular interest for those species with shared distributions and may identify certain times or

events that facilitated diversification of peripheral endemic species.

With such a high proportion of endemic species within Anampses, I am are afforded an

opportunity to consider the relative risk of extinction faced by vulnerable, isolated species.

Older endemic species that may have experienced range contraction and remain as relictual

isolates could face an increased risk of extinction compared to younger endemic species whose

range has yet to reach its full extent. One of only two documented marine fish extinctions has

already occurred within the genus Anampses, namely Anampses viridis (Dulvy, 2006). The

species’ small geographical range, which included only coastal waters of Mauritius, is widely

acknowledged to have contributed significantly to its fate (Hawkins et al., 2000; Dulvy et al.,

2003). Recently, Russell & Craig (2013) have shown that A. viridis had been taxonomically

confused and that it is actually the adult male (terminal phase) colour form and a junior

synonym of Anampses caeruleopunctatus. Nevertheless, by estimating the ages of endemic

species I am able to inform conservation efforts, particularly in areas susceptible to habitat

degradation and loss associated with increasing stresses on contemporary coral reefs.

This study aims to examine the genus Anampses with recently developed analytical tools to

provide an overview of their evolutionary history and a detailed chronological understanding of

peripherally isolated endemic species. The specific objectives of this study were:

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1) To construct a phylogeny of the genus Anampses using maximum parsimony,

maximum likelihood and Bayesian inference, as well as a fossil calibrated

chronogram using BEAST (Drummond & Rambaut, 2007) to identify the age of the

genus and its constituent species; and

2) To identify possible models of diversification responsible for generating endemic

species at range edges; and

3) To explore concordant spatial and temporal patterns among endemic species within

the Anampses clade; and finally

4) To discuss the role of peripheral endemism in shaping the diversity of the IAA and

evaluate the probable threats endemic species face in relation to their age.

3.2 Materials and Methods

Methods of Data selection, Laboratory procedures, Sequence data, Phylogenetic analysis

and Age estimation for this data chapter follow those detailed in Chapter 2: General Methods,

section 2.1 Case Studies.

Biogeographical analysis

Geographical range and occurrence data were compiled for Anampses species (Choat et al.,

1988; Hughes et al., 2002; Kuiter, 2010). These data were used to classify species into three

biogeographical range categories: endemic, mid-range and widespread. An endemic is

traditionally defined as a taxon restricted, or peculiar, to a locality or biogeographical province.

Here, endemics were defined as species with distributions restricted to peripheral bio-

geographical regions including islands, archipelagos and continental margins, with geographical

ranges less than 5 × 106 km2. I acknowledge that this definition encompasses some species with

distributions that span multiple islands and/or archipelagos. Mid-range species were defined as

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those with geographical ranges between 5 × 106 and 20 × 106 km2, while widespread species

were defined as those with ranges exceeding 20 × 106 km2. Geographical ranges of closely

related species were mapped and used to explore possible models of diversification responsible

for generating endemic species.

3.3 Results

Phylogenetic analysis

The combined data matrix consisted of 1666 bp and yielded a strong phylogenetic signal

with 500 parsimony informative characters (30.0%). The 12S mitochondrial rRNA fragment

had 415 bp, CO1 contributed a further 53 bp and intron 1 of the nuclear fragment S7

contributed 720 bp. Models selected using the corrected Akaike information criterion (AICc)

criterion varied among loci as summarised in Table 3.1. For species with more than one

available sequence there was a mean pairwise identity of 97.1%.

Table 3.1 Gene-specific models of evolution of Anampses fishes selected under the corrected Akaike

information criterion (AICc) in JMODELTEST. Single gene alignments were analysed separately and the

appropriate model applied for further partitioned analysis of the concatenated alignment. NST specifies the

number of substitution parameters.

Data Set AICc Model Invariable Sites Gamma Shape (γ) Nst 12s TPM3uf + I + G 0.439 0.342 6

CO1 TIM1 + I + G 0.633 1.565 6 S7 TPM3uf + G — 1.643 6

Complete TIM2 + I + G 0.265 0.491 6

The best maximum likelihood (ML) tree was selected based on the –lnL scores and resulted

from the analysis without model specification in which parameters were estimated from the data

during the analysis. This analysis consistently returned the same tree topology (–lnL =

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−12,032.916) from all 10 independent runs, suggesting that the overall optimal tree was

recovered every time. Bayesian inference (BI) analysis was assessed for convergence by

plotting pairwise comparisons of node (split) frequencies of all four independent runs (Fig.

S3.1, Appendix B). This diagnostic is assessed by the strength of the correlation between two

runs and demonstrated moderate convergence for the analyses performed here. Cumulative

posterior probabilities for the 20 most variable nodes (splits) for each Markov Chain Monte

Carlo (MCMC) run were also examined and confirmed relatively stable clade frequencies

indicating that the subsamples of trees were describing similar distributions (Fig. S3.2,

Appendix B).

The phylogeny of the genus Anampses, represented by the best ML tree, was the most

well resolved phylogeny consistent with all other analyses and showed strong bootstrap support

[maximum parsimony (MP) and ML] and posterior probability support (BI) for the nodes (Fig.

3.1). All analyses confirmed the monophyly of Anampses with 100% support and placed

Macropharyngodon and Halichoeres in a clade sister to Anampses. Species delineations were

consistent with evolutionarily significant units (ESUs) based on the specimens and collection

locations. The five endemic species within Anampses were spread throughout the two most

speciose clades. Interestingly, those with shared geographical distributions (Anampses

chrysocephalus and Anampses cuvier in Hawaii; Anampses elegans and Anampses femininus in

the south Pacific) arose in separate clades.

Age estimation

Log files from four independent BEAST analyses showed high effective sample sizes

(posterior ESS values > 200 for four combined analyses), which indicated valid estimates based

on independent samples from the posterior distribution of the MCMC. Assessment of

convergence in TRACER and AWTY indicated that all analyses had converged. Pairwise

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Figure 3.1 Inferred phylogeny of Anampses obtained by Bayesian inference (BI), maximum likelihood

(ML) and maximum parsimony (MP) analyses of three loci (CO1, 12S and S7) with multiple sequences

for each species (see Table S2.1 in Appendix A for locality information). The topology shows the best

ML tree with bootstrap support (> 50%) from MP and ML (1000 and 100 bootstrap replicates

respectively) and posterior probabilities from BI (consensus of 10,401 trees). Asterisks denote 100%

support for the node across all three analyses.

comparisons of node (split) frequencies among all four independent runs demonstrated

correlation (Fig. S3.3, Appendix B). Examination of the cumulative posterior probabilities of

the 15 most variable nodes (splits) from each of the four independent runs revealed stable clade

frequencies (Fig. S3.4, Appendix B).

The maximum clade credibility chronogram was compiled in TREEANNOTATOR from

36,004 post-burnin trees (36,004,000 generations) returned from the BEAST analyses. Ages are

presented as median node heights with the 95% highest posterior density (HPD) intervals

109

822

1431

1282

979

05

06

1490

940

1293

1291

1399

186/692

1186

956

974

82

1170

252

251

776

825

502/761

380/208

75

230/511

1373

1374

1138

1139

197/607

38/621

73

97

98/70100/99

95/100100/100

100/100100/9675/53

94/67

80/52

100/98

100/79

BI/MLMP

70100

7492

9797

53

74

97

*

100/68

94/

60/

99/

*

*

*

*

*

*

*

*

*

*

*

*

*

A. chrysocephalusA. melanurus

A. lineatus

A. meleagrides

A. elegans

A. twistii

A. neoguinaicus

A. caeruleopunctatus

A. lennardiA. cuvier

A. femininus

A. geographicus

M. bipartitus

M. cyanoguttatus

H. hortulanus

H. marginatus

S. melops

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indicated by horizontal bars at each node. Strong posterior probabilities were obtained for all

nodes (Fig. 3.2).

The Anampses lineage dates back to the mid-Eocene when it shared a most recent common

ancestor (MRCA) with Macropharyngodon and Indo-West Pacific Halichoeres 46.2 Ma (95%

HPD: 33.1–64.0 Ma). Subsequent divergence within the genus began in the early Miocene 19.6

Ma (95% HPD: 12.3–28.8 Ma) when Anampses geographicus emerged as the earliest extant

species. Speciation continued throughout the Miocene and a substantial portion of species

diversification (42%) occurred during the Pliocene (2.6–5.3 Ma) and Pleistocene (0.01–2.6 Ma)

epochs.

Whilst all species of Anampses occur in the Indo-Pacific realm (Fig. 3.3), five of the 12

extant species have peripherally isolated distributions, while only four species, Anampses

meleagrides, Anampses twistii, Anampses caeruleopunctatus and A. geographicus are

widespread throughout the Indo-West Pacific. An apparent Indo-Pacific split occurred between

two species (Anampses lineatus, which is widespread throughout the Red Sea and Indian

Ocean, and Anampses melanurus, which is widespread throughout the West Pacific) at

approximately 3.6 Ma (95% HPD: 2.0–5.7 Ma). The two Hawaiian endemics, A. cuvier and A.

chrysocephalus revealed distinct divergence times, 9.6 Ma (95% HPD: 6.0–14.1 Ma) and 1.72

Ma (95% HPD: 0.9–2.9 Ma), respectively. In contrast, the two endemic species whose

distributions include Lord Howe Island, A. femininus and A. elegans, have similar ages with

overlapping 95% HPDs, 9.6 Ma (95% HPD: 6.0–14.1 Ma) and 11.2 Ma (95% HPD: 7.2–16.2

Ma), respectively. Anampses lennardi has a sympatric distribution with A. caeruleopunctatus

and is the youngest endemic species with an estimated age of 0.6 Ma (95% HPD: 0.2–1.1 Ma).

3.4 Discussion

This is the first study to present a comprehensive and fully resolved molecular phylogeny of

the genus Anampses. All analyses strongly supported the monophyly of Anampses, with 12

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distinct species. The phylogeny identifies evolutionary relationships within the genus and

presents a foundation for the estimation of ages. The diversification of Anampses during the

early Miocene is consistent with published estimates for other, closely related Indo-Pacific reef

fish genera (Bernardi et al., 2004; Barber & Bellwood, 2005; Read et al., 2006). Endemic

Anampses species varied in their ages, ranging from 11.2 Ma (A. elegans) to 0.6 Ma (A.

lennardi), and in their evolutionary relationships. No universal pattern was found. Most extant

endemic species occur at the range edges of Indo-Pacific coral reefs; they have arisen

throughout the evolutionary history of the genus, and display temporal concordance for some

isolated locations, but not for others.

Phylogenetic structure

The presence of three main clades within a monophyletic Anampses was consistently

supported by all analytical methods. Most relationships among species were consistent across

methods, with only minor differences in the relationships among Clade 3 taxa (specifically, the

relative placement of A. meleagrides, A. elegans, A. twistii and Anampses neoguinaicus to each

other in the inferred phylogeny versus the chronogram). The sister relationship between

Anampses and the clade containing Macropharyngodon and Indo-West Pacific Halichoeres is

concordant with previous molecular studies of the Labridae (Westneat & Alfaro, 2005;

Cowman et al., 2009; Kazancıoğlu et al., 2009; Cowman & Bellwood, 2011).

Traditional morphology-based evolutionary hypotheses for Anampses suggested similar

relationships to those presented herein (Randall, 1972). Earlier taxonomic debate has

highlighted A. geographicus, and several authors have suggested that the genus be divided into

two sub-genera: Pseudoanampses, containing just A. geographicus, and Anampses containing

the remaining 11 species (Randall, 1972). This proposal was based primarily on differences in

lateral-line scale counts (Pseudoanampses with 48–50 lateral-line scales and Anampses with 26

or 27). The results presented herein provide partial support for this suggestion, identifying A.

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Figure 3.2 A fossil-calibrated chronogram of Anampses. Ages are represented as median node heights of

the 95% highest posterior density (HPD) interval from a maximum clade credibility tree complied from

post-burnin topologies of four independent Bayesian Markov Chain Monte Carlo (MCMC) analyses (10

× 106 generations per run) implemented in BEAST. Asterisks indicate 100% posterior probability for the

node. Photos, by Randall (Unpublished), depict the initial phase (left panel) and terminal colour phase

(right panel). ° indicates possible intermediate phase; a comparable terminal phase photo of Anampses

melanurus was not available. Circles indicate relative biogeographical range size based on three separate

categories; red circles represent peripherally isolated endemic species with geographical ranges < 5 × 106

km2.

geographicus as an early diverging lineage, within a single monophyletic Anampses genus.

However, A. geographicus as a monotypic sub-genus may be paraphyletic and subgeneric

divisions appear to be unwarranted.

Age estimation and the origin of endemics

The Anampses lineage began diversifying in the early Miocene and underwent further

expansion during the Pliocene and Pleistocene, a time when other coral reef fish genera were

also diversifying (Bernardi et al., 2002; McCafferty et al., 2002; Streelman et al., 2002; Klanten

et al., 2004; Alfaro et al., 2007). Indeed, the age of the MRCA of Anampses (~19.6 Ma) is

similar to the ages of other, closely related coral reef fish genera with comparable sampling

including Macropharyngodon (Read et al., 2006), Thalassoma (Bernardi et al., 2004) and

Halichoeres (Barber & Bellwood, 2005; see Cowman & Bellwood, 2011 for an overview). For

many modern day reef fish families, a shift onto coral reef habitats following the K/T boundary

mass extinction event (65 Ma) was associated with an increase in species richness (Bellwood &

Wainwright, 2002; Alfaro et al., 2007; Bellwood et al., 2010) particularly during the Miocene

(Cowman & Bellwood, 2011). Once established on coral reefs, the Labridae underwent a wave

of innovation during the Miocene resulting in the origination of many specialized feeding

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Figure 3.3 Maps showing the biogeographical distribution of Anampses species. Clade notations

correspond to those in Figure 3.2. Species’ geographical ranges and occurrences were compiled from

Hughes et al. (2002) and Kuiter (2010).

geographicus (Z)

femininus (Y)

lennardi (W)

cuvier (X)

caeruleopunctatus (V)

Clade 3

V W X Y Z

elegans (U)

neoguinaicus (T)

twistii (S)

meleagrides (R)Clade 2 Clade 1

Clade 3cUTSR

chrysocephalus (N)

melanurus (O)

lineatus (P)

Clade 1Clade 2Clade 3aClade 3b

N PO

(a) Clades 1 & 2

(b) Clades 3a & 3b

(c) Clade 3c

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modes (Cowman et al., 2009). The expansion of Anampses in the early Miocene was no

exception and signified the emergence of another highly specialized feeding mode. The genus

characteristically possesses a single pair of broad projecting incisiform teeth at the front of the

jaws (Randall, 1972). They use these highly modified teeth to help suck invertebrate prey,

mainly crustaceans, from the epilithic algal matrix. This feeding mode appears to be unique

among labrids (Wainwright et al., 2004) and probably played a key role in the ecological

success of the genus.

Discerning the biogeographical history of a given group of organisms from a phylogenetic

hypothesis is difficult (Losos & Glor, 2003; Heads, 2009) and there are often multiple modes of

speciation that can be invoked to explain observed patterns of relatedness and present-day

distributions (Kirkendale & Meyer, 2004). The four main modes of speciation are: allopatry,

which occurs when the range of a species is split into isolated populations (Mayr, 1942);

peripatry, which is simply allopatry along the periphery of a species’ distribution (Mayr, 1963);

sympatry, which is driven by factors such as natural selection and competitive exclusion and

occurs without geographical isolation (Coyne & Orr, 2004); and parapatry, which occurs when

there is restricted gene flow between two diverging populations (Gavrilets, 2000). Evidence for

all four modes of speciation has been reported for marine organisms (Lessios et al., 2001;

Munday, 2004; Rocha et al., 2005; Bernardi et al., 2008; Leray et al., 2010; Malay & Paulay,

2010; Bird, 2011; Fitzpatrick et al., 2011; Ingram, 2011). The peripheral location and timing of

endemic species divergence within the Anampses clade revealed possible differences in the

underlying modes of speciation. Although it is difficult to separate the major modes based on

phylogenetic data, there are three models of diversification that may help us understand which

modes are operating. These three models are the: (a) ‘successive division’, (b) ‘successive

colonization’ and (c) ‘peripheral budding’ models (Fig. 3.4). The relationship between A.

lineatus, A. melanurus and A. chrysocephalus in Clade 3c appears to have arisen from

‘successive division’ or ‘successive colonization’, or some combination of the two. Both

models involve species’ divergences coinciding with a directional shift in their distributions.

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However, in ‘successive division’, vicariance events underpin allopatric speciation, whereby a

series of divisions results in the fragmentation of a widespread distribution. In contrast,

peripatric or parapatric speciation modes are behind ‘successive colonization’, whereby

individuals from the ancestral population enter a new environment in an adjacent or isolated

location.

The ‘peripheral budding’ model is less obvious from observed ages and topological

relationships among species. Nevertheless, the species in Clade 2 appear to serve as an example

of this model whereby it appears that peripatric, parapatric or sympatric speciation from a

relatively widespread species has led to several peripheral isolates throughout the evolutionary

history of the lineage, with the most recent bud displaying a sister relationship to the

widespread species from which it diverged. Thus, the ages and topological relationships in the

chronogram may be deceiving because the widespread species will appear much younger than it

actually is due to the fact that it is genetically most similar to the most recently diverged bud.

Similar models of diversification have also been proposed for gastropods and hermit crabs

(Kirkendale & Meyer, 2004; Malay & Paulay, 2010), with support from phylogeographic data

reported for the parrotfish species, Scarus psitticus (Winters et al., 2010). It is important to note

that without additional information from the fossil record it is not possible to substantiate the

model. Still, the implication of the ‘peripheral budding’ model for A. caeruleopunctatus is that

rather than being ~600 Ka, it is more likely older than 9.6 Ma, having given rise to budded

species A. cuvier, A. femininus, and A. lennardi (9.6 Ma, 9.6 Ma and 600 Ka, respectively).

The alternative hypothesis would suggest that A. caeruleopunctatus has acquired a

geographical range spanning the entire Indo-Pacific in less than 600 thousand years. Pleistocene

sea-level changes may be invoked to explain such rapid range expansion. Under this scenario,

peripheral isolates characteristically occupy reef slopes along the edges of continental margins

or oceanic islands and suffer weak bottlenecks and isolation during stands of low sea level.

Their populations would persist through fluctuations in sea-level due to the flexible nature of

the reef slope habitat and its ability to track changes in sea-level. In contrast, lagoonal species

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would suffer stronger bottlenecks during periods of low sea level with substantial loss of

habitat. Following sea-level rise, the opportunity would exist for lagoonal species to rapidly

expand their ranges due to the re-appearance of suitable habitat (sensu Fauvelot et al., 2003).

Anampses caeruleopunctatus generally occupies inshore, protected reefs and lagoons (Randall,

1972; Kuiter, 2010), and while its age (~600 Ka) does coincide with a period of sea-level rise

(Lisiecki & Raymo, 2005), this was only one of many fluctuations in sea-level during the

Pleistocene. Population genetic data of these three endemic species and their widespread

sister/putative ancestor are required to critically evaluate these alternate hypotheses.

Temporal discordance among co-occurring endemics

The age estimates revealed both similarities and differences in the ages of endemic species

with shared isolated distributions. Anampses cuvier is a relatively old endemic (~9.6 Ma) found

only in the Hawaiian Islands and Johnston Atoll. It shares part of this isolated distribution with

another endemic species, A. chrysocephalus, which emerged more recently, ~8 Ma later. The

Hawaiian Islands are part of the Hawaiian-Emperor seamount chain, which formed over the last

85 million years (Clague & Dalrymple, 1987; Rooney et al., 2008). The chain formed as a result

of volcanic outpourings onto the Pacific lithospheric plate as it moved in a northwesterly

direction over a geographically fixed hotspot in the asthenosphere (Wilson, 1963; Rotondo et

al., 1981). Thus, the islands are ordered linearly by age, with the oldest island in the northwest

and the youngest in the southeast (5.1–0.43 Ma, respectively); over time, these volcanoes

eroded to form coral atolls and seamounts (Fleischer et al., 1998). Given the seamount chain’s

extensive geological history, A. cuvier could have colonized islands or seamounts in the area

~9.6 Ma, and subsequently expanded its range to other reef habitat on surrounding islands and

atolls once it became available. As the island chain progressed this created more habitat, which

would have allowed A. cuvier to stretch its distribution further from older, now submerged

atolls as they moved northward, to the newly formed islands in the southeast.

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Figure 3.4 A schematic diagram of three alternate models of diversification observed among Anampses

species, the: (a) ‘successive division’, (b) ‘successive colonization’, and (c) ‘peripheral budding’ models.

In the first, sequential allopatric speciation leads to an apparent directional shift in species’ distributions.

In the ‘successive colonization’ model peripatric or parapatric speciation also leads to a directional shift

in species divergence and, in this example, results in the same phylogenetic topology as (a). In the

‘peripheral budding’ hypothesis peripatric, parapatric or sympatric speciation leads to the divergence of

several peripheral isolates throughout evolutionary history. This results in the ancestral species ‘A’

appearing as one of the youngest species due to its genetic similarity with the most recently diverged bud

(species ‘D’).

Anampses cuvier is sister to A. femininus, a peripherally isolated species whose range is

restricted to the area between the southern Great Barrier Reef and Easter Island. Anampses

femininus probably arose as a peripheral bud from the ancestral lineage of A.

caeruleopunctatus. The data suggest that A. femininus subsequently gave rise to its own bud, A.

cuvier, via its eastern most populations. Similar phylogenetic relationships are known for other

coral reef fish genera, specifically the Dascylus trimaculatus species complex where Dascylus

albisella in Hawaii is sister to Dascylus strasburgi in the Marquesas, rather than to Dascylus

auripinnis in the geographically closer Line and Phoenix Islands (Leray et al., 2010).

Additional evidence for genetic links between Hawaii and Easter Island has been reported in the

sea urchin genus Diadema (Lessios et al., 2001). Diadema paucispinum, a species considered

endemic to Hawaii, actually extends as far south as Pitcairn and Easter Islands. Further

exploration of extralimital sister-group relationships in the context of evolutionary time may

provide more support for this route of Hawaiian colonization.

Anampses chrysocephalus is a young species (1.7 Ma) that occurs in partial sympatry with

A. cuvier. These two species have not only arisen at different times, but they have also arisen in

different clades. Thus, the results offer no evidence for the dispersal of species from older to

younger islands as in some terrestrial fauna (Wagner & Funk, 1995) and no support for

secondary endemism (Rotondo et al., 1981; Bird et al., 2011). Rather, there appears to have

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been an independent colonization by A. chrysocephalus. Multiple species’ colonization of the

Hawaiian Archipelago has occurred in other coral reef fish genera including the butterflyfish

genus Chaetodon (Bellwood et al., 2010; Craig et al., 2010), and the wrasse genus Thalassoma

(Bernardi et al., 2004). Evidence from the fossil record of corals and gastropods also supports

continuing, sporadic immigration to the Hawaiian Islands (Kay & Palumbi, 1987). Anampses

chrysocephalus is sister to A. melanurus, which is distributed throughout the west Pacific. Thus,

A. chrysocephalus may have utilized any number of corridors to colonize Hawaii, including

dispersal from Easter Island.

Temporal concordance among co-occurring endemics

Another isolated distribution is shared by A. elegans and A. femininus. The former, A.

elegans (~11.2 Ma) is endemic to Lord Howe Island, with temporary pseudo-populations in

northern New South Wales and the island region of northern New Zealand (Choat et al., 1988).

Anampses femininus (~9.6 Ma) also occurs at Lord Howe Island, but has a larger distribution

than A. elegans, occurring as far east as Easter Island. While the estimated ages of these species

may seem disparate, the 95% HPDs surrounding them overlap considerably. This raises the

prospect of peripherally isolated species evolving in two separate clades, at roughly the same

time and possibly in the same isolated location. Although the more widespread distribution of

A. femininus suggests that dispersal and range expansion could have allowed this species to

colonize Lord Howe Island at any time throughout its ~10 million year history. When the ages

of these two species were compared to the age of Lord Howe Island, which formed during a

short interval in the late Miocene (6.4–6.9 Ma) (McDougall et al., 1981), there is a mismatch;

the lineages leading to the endemics apparently arose prior to the island.

At first it may be assumed that these species are relictual, particularly with the placement of

A. elegans as the first to diverge in its lineage. However, Lord Howe Island is an eroded shield

volcano, which, like the Hawaiian Islands, is part of a chain of volcanic seamounts that formed

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due to the northward movement of the Australian plate over a stationary mantel hotspot during

the Oligocene and Miocene (Wellman, 1983; Quilty, 1993; Exon et al., 2004). Following their

formation, the volcanoes subsided and were fringed by reefs, some of which have persisted until

the present day (McDougall & Duncan, 1988; Exon et al., 2006; Przeslawski et al., 2011). Lord

Howe Island is an example of such a volcano that lies at the southern end of the chain.

The geological history of the region combined with the age estimates suggests that both A.

elegans and A. femininus, as peripherally isolated species, occupy part of an island chain, the

current configuration of which is the presence of Lord Howe Island. Furthermore, it appears

that the age of an island is not a reliable indicator of the ages of its inhabitants. The Lord Howe

seamount chain is an example of how islands come and go (Woodroffe et al., 2010) and the

presence of A. elegans and A. femininus as peripheral isolates is similar to the pattern of

peripheral isolation observed in Hawaii. The creation of new habitat in the Lord Howe region

due to tectonic uplift and volcanism would have allowed ancestral Anampses species to expand

their ranges or found new populations on emerging islands during intervals of spatially

extended tropical/subtropical conditions (Quilty, 1993). For A. elegans, Lord Howe Island is

now the only stable population base, for A. femininus it is merely one of many. Other studies of

marine organisms within and nearby the Lord Howe Region have emphasised the importance of

isolation and limited dispersal (Samadi et al., 2006; Castelin et al., 2010) as drivers of genetic

divergence among populations living in this patchy habitat. Overall, the results demonstrate that

the divergence of peripherally isolated restricted range or endemic species may be facilitated by

the presence of fragmented habitat provided by seamount and island chains.

The role and relative extinction risk of peripheral endemics

As is the case for most coral reef associated endemics, the majority of endemic Anampses

are peripherally isolated relative to the IAA hotspot. Only one of the five endemic species

studied here, A. lennardi, has a distribution that may be considered part of the IAA. While

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endemic species can represent newly diverged species (neo-endemics), or relatively old,

relictual species that may have suffered significant range contraction, it seems that regardless of

their age, peripherally isolated endemic species appear to have limited ability for range

expansion and possibly limited ability to undergo speciation events. This is most likely a

consequence of their occurrence on the periphery, or along the edges of the biogeographical

domain. Expansion outward is most likely restricted by abiotic physical and environmental

factors, while expansion inward may be limited by biotic interactions such as competitive

exclusion and introgression (Brown & Lomolino, 1998).

However, recent phylogeographic studies have highlighted the potential importance of

peripheral island populations in exporting larvae inward toward the IAA (Lessios et al., 2001;

Drew & Barber, 2009; Eble et al., 2011; Fitzpatrick et al., 2011; Skillings et al., 2011). This

suggests that some peripheral endemics may export diversity. Determining the extent to which

peripheral endemics contribute to the biodiversity of species within the IAA will require further

species-level phylogenetic studies. Population genetic studies may also be useful to estimate

effective population sizes through time, provided coalescence and divergence times are

comparable (Bernardi & Lape, 2005; Bowen et al., 2006b; van Herwerden et al., 2006; Klanten

et al., 2007). Studies of this nature will likely reveal cryptic patterns of peripheral speciation

(Budd & Pandolfi, 2010; Gaither et al., 2010; Hobbs & van Herwerden, 2010; Leray et al.,

2010; Fitzpatrick et al., 2011) and provide more detail about the role of peripheral isolation at

range edges in the evolution of Indo-Pacific coral reef biodiversity.

Regardless of their role, peripheral endemics are no doubt valuable within their ranges and

face the possibility of being overlooked in terms of conservation initiatives simply because of

their isolated locations relative to the bulk of coral reef biodiversity. The consequences of

isolation may have already been realized by A. viridis, a species once thought to be endemic to

the island of Mauritius (Hawkins et al., 2000; Dulvy et al., 2003; but see Russell & Craig,

2013). Randall (1972) suggested that A. viridis might have been a close relative of A.

caeruleopunctatus. This seems likely in light of the ‘peripheral budding’ hypothesis. It may be

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that peripheral speciation is quite common and results in more extinction than previously

realized. Peripheral endemic and restricted range species are more susceptible to extinction

threats as a result of their limited ranges and relatively small population sizes, particularly if

they are specialists (Hawkins et al., 2000; Munday, 2004). Of the endemics considered here, A.

elegans has the smallest range and the oldest estimated age. These factors, combined with the

fact that its distribution is a narrow margin on the interface between tropical and subtropical

environments, could put it at increased risk of extinction. It is no doubt vulnerable to any

number of local impacts, which could cause global loss. Hopefully more consideration will be

given to peripheral areas with high proportions of endemic species when designing future

conservation initiatives.

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Chapter 4: Evolution of sympatric species: a case study of

the coral reef fish genus Pomacanthus (Pomacanthidae) Published in Journal of Biogeography 2013 40(9): 1676–1687

4.1 Introduction

The study of the geographical distribution of organisms has made fundamental

contributions to our understanding of evolutionary phenomena, including speciation. Recently,

focus has shifted away from attempts to label divergence events according to speciation mode

(i.e. allopatric or sympatric) and is moving towards identifying the processes and isolating

barriers affecting divergence (Fitzpatrick et al., 2008; Bird et al., 2012; Santini et al., 2012).

Before one can investigate these processes and isolating barriers, it is necessary to establish

biogeographical patterns in conjunction with robust evolutionary hypotheses (Coyne & Orr,

2004; Butlin et al., 2008; Mallet et al., 2009). This study therefore focuses on patterns of

eventual sympatry, rather than sympatric speciation as a process, and considers the multiple

modes of speciation that can lead to sympatry among species.

Age–range correlation (ARC) analysis has been used as a comparative method to quantify

the relative importance of allopatric versus sympatric speciation (Barraclough & Vogler, 2000).

The method involves assessing the degree of sympatry (contemporary range overlap) against

species (node) age (Fitzpatrick & Turelli, 2006). It assumes that the extent of overlap between

ranges is dependent on the geography of speciation, but becomes randomized over time through

independent range changes (Barraclough & Vogler, 2000; Fitzpatrick & Turelli, 2006). If the

mode of speciation within a group of taxa has been predominantly allopatric, then sister-species

should have limited range overlap, and range overlap should increase with time and become

more prevalent among distantly related sister clades. The opposite pattern presents if speciation

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has been predominantly sympatric, with recently diverged sister-species exhibiting greater

range overlap than more distantly related sister clades.

ARC analysis has been questioned on the basis that substantial changes to species

geographical ranges can effectively eliminate the relationship between the geography of

speciation and contemporary geographical distributions (Barraclough & Vogler, 2000; Losos &

Glor, 2003), especially in highly mobile species (Phillimore et al., 2008). Despite this, ARC

analysis has been shown to be capable of detecting when the predominant mode of speciation is

sympatric (Phillimore et al., 2008). Further improvements have been made as a result of

simulation studies, including: independent comparisons to determine overlap between clades,

and Monte Carlo methods to test the relationship between phylogenetic relatedness and

geographical range overlap (Fitzpatrick & Turelli, 2006); and the proportion of species showing

zero or complete range overlap as a more reliable indicator of the geography of speciation

(Phillimore et al., 2008). All of these methods require a robust phylogeny within a temporal

framework (Fitzpatrick & Turelli, 2006) and generally work best when applied to geographical

relationships among sister-species (Phillimore et al., 2008; Fitzpatrick et al., 2009).

Despite these advances, few studies have used ARC analysis to investigate the geography

of speciation in the marine realm (Williams & Reid, 2004; Frey, 2010; Krug, 2011; Quenouille

et al., 2011). Most subsequently concluded that the majority of sister-species pairs have

allopatric distributions and that allopatric speciation is likely to have been the predominant

mode (but see Krug, 2011). Upon application of ARC analysis to several genera of coral reef

organisms, Quenouille et al. (2011) found that most sister-species with contemporary sympatric

ranges were no younger than 4 Myr. They concluded that the predominant mode of speciation

among these genera was allopatry followed by range expansion. By applying ARC analysis, I

can investigate whether the same patterns are more widely applicable to coral reef fishes by

assessing evidence from the genus Pomacanthus.

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Pomacanthus is a relatively small genus, with 13 extant species. This enabled complete

sampling of extant taxa, which is essential when analysing relationships of sister-species

(Barraclough & Nee, 2001; Santini et al., 2012). Pomacanthus species occur throughout the

Indo-Pacific and Caribbean, with extensive range overlap among species (92% of species occur

in sympatry), facilitating meaningful analyses of the relationship between geography and

evolution. This is the first study to use ARC analysis to investigate the relationship between

geography and speciation for coral reef fishes in the context of a fossil-calibrated phylogeny.

Previous studies have extrapolated the temporal scale of phylogenetic hypotheses using a range

of methods, not all of which have been consistent (Quenouille et al., 2011). Caution must be

exercised when analyses rely heavily on a temporal component, to ensure that the methods used

to determine such a context are both reliable and comparable.

This is also one of the first studies to employ relatively accurate geographical range maps

that limit the extent to which geographical ranges of species may be overestimated.

Overestimating geographical ranges by including areas with unsuitable habitat can potentially

skew spatial analyses such as ARC. Species distribution maps were obtained from the recently

compiled IUCN database (IUCN, 2011). These maps were used in conjunction with a fossil-

calibrated phylogenetic hypothesis to establish a spatial and temporal framework within which I

investigated the role of geography in the evolution of Pomacanthus species. My specific

objectives were:

1) To determine the phylogenetic relationships among Pomacanthus species within a

temporal context; and

2) To test whether the degree of sympatry among sister taxa correlates with their age

using a range of methods and indices; and

3) To evaluate the relative contribution of the three main speciation modes in explaining

the production of sympatric distributions.

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4.2 Materials and Methods

Methods of Data selection, Laboratory procedures, Sequence data, Phylogenetic analysis

and Age estimation for this data chapter follow those detailed in Chapter 2: General Methods,

section 2.1 Case Studies.

Biogeographical analysis

Spatial data were compiled for all Pomacanthus species (IUCN, 2011) and analysed in

GRASS (GRASS Development Team, 2011) to determine the degree of sympatry among sister

taxa using the definition of Barraclough & Vogler (2000). Several methods were applied to

investigate geographical patterns of speciation. The relationship between geography and species

age was examined through ARC analysis by plotting the degree of sympatry against node age

across all nodes within the genus. Geographical ranges of higher nodes in the phylogeny were

reconstructed by summing the ranges of all species subtending the node (Barraclough & Vogler,

2000). Arcsine-transformed degree of sympatry was regressed onto node age to estimate an

intercept and slope. A negative slope with an intercept > 0.5 is suggestive of sympatric

speciation, where recently diverged sister-species exhibit high levels of range overlap compared

with more distantly related sister clades (Barraclough & Vogler, 2000). In contrast, an intercept

of < 0.5 and a positive slope suggests allopatric speciation as the predominant mode, where

sister-species have low levels of range overlap and range overlap becomes more prevalent with

time among distantly related sister clades (Barraclough & Vogler, 2000).

Independent comparisons (equivalent to independent contrasts; see Felsenstein, 1985) were

also used in the form of nested averages of pairwise overlap between species as an alternative

method of ancestral range reconstruction. This method provides an estimate of the average

range overlap between species, or clades at each node since divergence. Average range overlap

was regressed onto estimated node age. The null hypothesis of no relationship between

divergence time and mean overlap was tested using 100,000 Monte Carlo simulations and a

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Mantel test (Dietz, 1983) implemented in R (R Development Core Team, 2011). The same

pattern of high intercept and negative slope indicative of sympatric speciation described above

for ARC analysis also applies to the independent comparisons analysis (Fitzpatrick & Turelli,

2006). The proportion of sister-species pairs with zero or complete range overlap was also

calculated and compared to the simulations of Phillimore et al. (2008).

Finally, the degree of range-size symmetry at each node was calculated following

Barraclough & Vogler (2000), to determine whether peripatric speciation may have been a

dominant mode within the genus Pomacanthus. The degree of range-size symmetry is bounded

between zero and 0.5, with the latter representing sister clades with equal-sized ranges.

Intercepts below 0.25 suggest the possible importance of small ranges in speciation. Post-

speciation range movements determine the slope of the relationship between range-size

symmetry and node age, where range movements within a finite area will lead to older clades

occupying a greater proportion of the total area and range-size symmetry may increase with

node age.

4.3 Results

Phylogenetic analysis

The combined data matrix yielded a strong phylogenetic signal with 301 parsimony

informative characters (18.5%). The models selected using corrected Akaike information

criterion (AICc) varied among loci (Table 4.1). No lack of convergence among Bayesian

inference (BI) analyses was detected by AWTY (Figs S4.1 and S4.2, Appendix C).

The phylogeny of the genus Pomacanthus, represented by the best BI tree, was the most

well resolved phylogeny consistent with all other analyses, and showed strong bootstrap support

[maximum parsimony (MP) and maximum likelihood (ML)] and posterior probability support

(BI) for most nodes (Fig. S4.3, Appendix C). All analyses confirmed the monophyly of

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Pomacanthus with nearly 100% support and placed Holacanthus, Pygoplites and

Chaetodontoplus in a clade sister to Pomacanthus (Fig. 4.1, Fig. S4.3, Appendix C). There is a

clear, well-supported split between west and east Tethyan Pomacanthus species, with the west

Tethyan species restricted to the Caribbean and East Pacific, and east Tethyan species

distributed throughout the Indo-Pacific and West Indian Ocean. A further split within the east

Tethyan clade separated the Indo-Pacific species from the West Indian Ocean clade, with the

exception of Pomacanthus semicirculatus. Pomacanthus semicirculatus does not appear as a

basal lineage within the West Indian Ocean clade, but rather as a crown species, albeit

ambivalently supported at the crown within an otherwise totally supported crown clade of five

sister-species. Finally, there is another split within the west Tethyan clade, which separates the

two Caribbean species from Pomacanthus zonipectus in the East Pacific.

Table 4.1 Models of evolution of Pomacanthus fishes selected by JMODELTEST under the corrected

Akaike information criterion (AICc). Single gene alignments were analysed separately and the

appropriate model applied for further partitioned analysis of the concatenated alignment. NST specifies the

number of substitution parameters.

Data Set AICc Model Invariable Sites Gamma Shape (γ) Nst Data Set 12S 350 TIM2ef + I + G 0.372 0.789 6 16S 556 TIM3 + I + G 0.394 0.383 6 S7 705 TVM + G — 2.164 6

Complete 1611 SYM + I + G 0.158 0.638 6

Timing of speciation

Log files from four independent BEAST analyses showed high effective sample sizes

(posterior ESS values > 200 for four combined analyses), which indicated valid estimates based

on independent samples from the posterior distribution of the Markov chain. Assessment of

convergence in AWTY indicated that all analyses had converged (Figs S4.4 and S4.5, Appendix

C). The maximum clade credibility chronogram was compiled from 36,004 post-burn-in trees

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(36,004,000 generations). Ages are presented as median node heights with the 95% highest

posterior density (HPD) intervals indicated by horizontal bars at each node. Strong posterior

probabilities were obtained for the majority of nodes (Fig. 4.1).

The Pomacanthus lineage dates back to the mid-Eocene when it shared a most recent

common ancestor (MRCA) with Holacanthus and Pygoplites c. 40 Ma. Subsequent divergence

within the genus began in the late Oligocene, around 24.5 Ma (95% HPD: 17.3–32.8 Ma), when

species in the east Tethys split from those in the west Tethys. Diversification continued

throughout the Miocene, with all extant lineages present by 5 Ma (minimum bound of 95%

HPD: 2.6 Ma).

Biogeographical patterns of speciation

Although the geographical separation of east and west Tethyan species is maintained, most

species within each of the four clades have a high degree of sympatry (Figs 4.2 and 4.3). Two

of the three west Tethyan species have partially sympatric distributions (66.7%), as do all 10 of

east Tethyan species (100%) (Fig. 4.4). The ARC analysis revealed a negative relationship

between geographical range overlap and species age (r = –0.09) (Fig. 4.5a). However, the

resulting values were not statistically significant (n = 12; d.f. = 1, 10; F = 0.04; P = 0.84).

Furthermore, Spearman’s rank correlation coefficient showed that the relationship between

degree of sympatry and node age was not significant (n = 12; d.f. = 10; t = 0.14; P = 0.66).

Despite the non-significant results, the intercept was higher than 0.5 (0.81, +0.19/–0.15 SE

untransformed; note that standard errors are asymmetrical because linear regressions were

performed on arcsine-transformed values for both standard ARC and range-size symmetry

analyses).

The ARC analysis using independent comparisons also yielded a negative relationship

between average geographical range overlap and time since divergence, but showed a steeper

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Figure 4.1 Fossil-calibrated chronogram of Pomacanthus. Ages are represented as median node heights

of the 95% highest posterior density (HPD) interval from a maximum clade credibility tree compiled

from post-burn-in topologies of four independent Bayesian Markov Chain Monte Carlo analyses (10

million generations per run), implemented in BEAST. Asterisks at nodes indicate 100% posterior

probability. Photographs were obtained from FishBase (http://www.fishbase.org/).

decline in range overlap with increasing time since divergence compared to the standard ARC

analysis (r = –0.38; Fig. 4.5b). Monte Carlo simulations of average overlap failed to reject the

null hypothesis of no relationship between divergence time and degree of sympatry (n = 12; r =

0.038; P = 0.25). The independent comparisons ARC analysis generated an intercept of 0.79,

slightly lower than that generated by the standard ARC analysis, but still greater than 0.5.

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The majority of sister-species comparisons showed complete or high range overlap (>

0.85); only 20% of sister-species pairs showed zero range overlap. Furthermore, the ages of

sister-species with sympatric distributions span the evolutionary history of the genus, ranging

from 5 to 13.2 Ma (95% HPD: 2.6–18.7 Ma). The average age of sympatric sister-species (7.3

Ma; ± 3.9 SD) was similar to the age of the only sister-species pair found in allopatry (P.

rhomboides–P. maculosus; 5.8 Ma; 95% HPD: 3.1–8.8 Ma), and to the age of the only species

that does not occur in partial sympatry with any other Pomacanthus species, P. zonipectus (8.6

Ma; 95% HPD: 5–12.8 Ma).

Figure 4.2 Geographical distributions of Pomacanthus species in the west Tethyan clade. Species’

distributions were obtained from IUCN Red List maps (IUCN, 2011). The degree of sympatry is shown

above each node as a percentage, where the geographical range of higher clades was reconstructed by

combining the ranges of all constituent species such that all areas where at least one species is found were

included. The average percentage overlap is shown below each of the higher nodes, where independent

comparisons were used in the form of nested averages of pairwise overlap between species. Hatched

areas overlaid onto shaded regions indicate sympatry among sister-species. The map uses the Mollweide

projection.

0 1000km

P. arcuatus

P. paru

P. zonipectus

99.1%

0%

0%

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No consistent pattern among sister-species pairs was recovered from the analysis of range-

size symmetry (Fig. 4.6). The intercept was lower than 0.25 (0.17, +0.16/–0.02 SE

untransformed) and range-size symmetry increased with node age (r = 0.12), although this was

not statistically significant (n = 12; d.f. = 1, 10; F = 6.4 × 10–4; P = 0.98). In addition,

Spearman’s rank correlation coefficient showed that the relationship between range-size

symmetry and node age was not significant (n = 12; d.f. = 10; t = –0.15; P = 0.88).

4.4 Discussion

The results reveal that Pomacanthus is a monophyletic genus, within which a number of

speciation modes are likely to have been operating throughout evolutionary history. This is the

first study to produce a robust temporal phylogenetic hypothesis for all species of Pomacanthus

fishes. The phylogenetic reconstruction is consistent with previously published hypotheses and

age estimates based on DNA evidence (Bellwood et al., 2004). Several splits within

Pomacanthus correspond to major historical vicariance events such as the Terminal Tethyan

Event (TTE), and the rise of the Isthmus of Panama (IOP). There are an exceptionally high

proportion of sympatric sister-species and clades whose divergence times span the evolutionary

history of the genus. I find evidence consistent with sympatric speciation, based on the

relationship between degree of sympatry and species (node) age, using several methods and

indices. The results of the analysis of range-size symmetry, in combination with the general

patterns of lineage division within the genus, suggest that peripatric speciation in the form of

peripheral budding (cf. Chapter 3) may have also contributed to the richness of sympatric

species, especially in the West Indian Ocean.

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0 2000km

(a)

(b)

(c)

(d)

(e)

(f)

P. semicirculatus

P. chrysurus

P. rhomboides

P. maculosus

P. asfur

100.0%

51.6%

P. semicirculatus

P. chrysurus

P. rhomboides

P. maculosus

P. asfur

0%

P. semicirculatus

P. chrysurus

P. rhomboides

P. maculosus

P. asfur

98.1%

P. xanthometopon

P. sexstriatus

P. navarchus

99.9%

96.8%

P. xanthometopon

P. sexstriatus

P. navarchus

86.6%

P. annularis

P. imperator

95.2%

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Figure 4.3 Geographical distributions of Pomacanthus species in the east Tethyan clade. Species’

distributions were obtained from IUCN Red List maps (IUCN, 2011). The degree of sympatry is shown

above each node as a percentage, where the geographical range of higher clades was reconstructed by

combining the ranges of all constituent species such that all areas where at least one species is found were

included. The average percentage overlap is shown below each of the higher nodes, where independent

comparisons were used in the form of nested averages of pairwise overlap between species. Hatched

areas overlaid onto shaded regions indicate sympatry among sister-species. Maps use the Mollweide

projection.

Allopatry

There are few well-known vicariance events that have led to simultaneous divergence and

allopatric speciation across many groups of marine organisms. One well-documented example

is the TTE, which involved the collision of the African and Eurasian continental plates and the

subsequent loss of shallow marine habitats and marked the end of the connection between the

tropical Indian and Atlantic oceans (Bellwood & Wainwright, 2002). This took place over

millions of years, with the final closure of the Tethyan seaway between 12 and 18 Ma

(Steininger & Rögl, 1984). The TTE has been associated with a division between Caribbean and

Indo-Pacific taxa for many groups of marine organisms, including coral reef fishes (Bellwood et

al., 2004; Bernardi et al., 2004; Bellwood et al., 2010). The split of the Pomacanthus lineage

from its sister taxa c. 40 Ma pre-dates the final closure of the Tethyan seaway, but remains

consistent with other generic divisions of coral reef fishes (Bellwood et al., 2004; Cowman &

Bellwood, 2011). The divergence of the west Tethyan Pomacanthus species from those in the

east Tethys c. 25 Ma suggests that barriers to dispersal and panmixia in the central Tethys may

have facilitated allopatric divergence prior to the final closure of the seaway. Although the 95%

HPD intervals surrounding the deeper age estimates within the Pomacanthus phylogeny span

approximately 15 Myr, the results support previous suggestions (Bellwood et al., 2004) that the

marine influences of this major biogeographical boundary considerably pre-dated the final

closure of the Tethyan seaway at 12–18 Ma.

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Figure 4.4 Areas of species’ range overlap within the Pomacanthus genus. The key in the upper-right corner details the corresponding number of species that occupy each

coloured region. The map uses the Mollweide projection.

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Another biogeographical event that physically divided marine populations was the rise of

the IOP. The rise began about 16 Ma, with the final closure separating the Atlantic Ocean and

Pacific Ocean basins at 3.1 Ma (Coates & Obando, 1996). This provides an absolute minimum

age for geminate species divergence (Coates et al., 1992), although many divisions among reef

associated taxa pre-date the final closure, as ecological and genetic barriers were in place much

earlier (reviewed by Lessios, 2008). Bellwood et al. (2004) discussed the rise of the IOP in

relation to their estimated divergence of P. paru/P. arcuatus from P. zonipectus at 19.9 Ma,

highlighting that this estimate is considerably older than the minimum age of 3.1 Ma. The age

of this split estimated herein (8.6 Ma; 95% HPD: 5–12.3 Ma) is much younger and closer to the

final closure, but still pre-dates it. The older age estimate in the previous study may have arisen

from limited taxon sampling (Milne, 2009), a lack of nuclear markers (Brandley et al., 2011),

and/or different age estimation methods (Hug & Roger, 2007). The age estimated herein falls

well within the period of historical vicariance associated with the rise of the IOP (Lessios,

2008), providing further independent geological support of the fossil-calibrated phylogenetic

hypothesis.

The consideration of the age estimates in conjunction with contemporary geographical

distributions provides evidence in favour of two key biogeographical events driving allopatric

divergence at least twice during the evolutionary history of Pomacanthus.

Sympatry

Most Pomacanthus species (92%) occur in partial sympatry with at least one other

congeneric species. The results revealed that 80% of Pomacanthus sister-species also display a

high proportion of sympatry. For all sympatric sister-species, range overlap was above 85%. In

comparison to other marine taxa, this is one of the highest proportions of sympatric sister-

species, with only one other taxon (Haemulon/Inermia) reported to have a greater proportion

(Fig. 4.7). Furthermore, to my knowledge, intercepts as high as those obtained from the ARC

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analyses have not been reported before. Such a high proportion of sympatric distributions

among sister-species suggests that sympatric speciation may have played an important role in

the evolutionary history of the genus. Similarly, the low proportion of Pomacanthus sister-

species pairs that showed zero range overlap suggests that sympatric speciation could account

for 70–100% of speciation events within the genus. This estimate is based on a simulation study

where varied levels of sympatric speciation and parameters were used to investigate the

relationship between range overlap and species age (Phillimore et al., 2008). The study found

that even when all simulated speciation was sympatric, a considerable proportion

(approximately 20%) of sister-species still showed zero range overlap. Therefore, the large

proportion of recent splits that exhibit patterns consistent with models of sympatric speciation

suggest that this mode of speciation may be common within Pomacanthus.

Despite the extent of range overlap among sister-species, it is not possible to discount the

notion that allopatric speciation followed by range changes could have produced the same

results. As with most coral reef fishes, Pomacanthus species have great potential for dispersal.

Although highly site-attached as adults, they are broadcast spawners whose larvae spend

extended periods of time in the plankton (ranging from 17 to 24 days for Indo-Pacific species;

Thresher & Brothers, 1985) with the ability to swim considerable distances (Stobutzki &

Bellwood, 1997), which clearly demonstrates the potential for shifting ranges. Furthermore,

large-scale historical biogeographical range shifts among coral reef fishes and other marine

organisms are well documented (Renema et al., 2008; Cowman & Bellwood, 2013a).

Contemporary geographical ranges can, however, be informative with respect to the past if

range shifts occur in such a way that spatial relationships are conserved (Fitzpatrick & Turelli,

2006).

Evidence from mammals, given their more complete fossil record, suggests the relative

position of contemporary geographical ranges may provide some information about the

geographical mode of speciation, even though ranges have shifted. Specifically, Fitzpatrick &

Turelli (2006) found that 97% of the 62 co-occurring congeneric species they examined in the

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Figure 4.5 Plots of the degree of sympatry versus node age in the Pomacanthus phylogeny. Grey bars

represent the 95% highest posterior densities of node ages. Open circles denote sister-species pairs.

Diagrams to the right of each plot represent the gradient of range overlap along the y-axis. (a) Filled

circles mark nodes of higher clades where geographical ranges were obtained by summing the area where

at least one constituent species is found. (b) Filled circles mark nodes of higher clades where independent

comparisons, or nested averages of pairwise overlap between species in each clade were used as an

alternative to the union method above.

fossil record also show range overlap today. If there has been long-term maintenance of

sympatry within Pomacanthus, this would explain the non-significant relationship between

range overlap and species age. Unfortunately, it is not possible to substantiate whether or not

spatial relationships have been conserved through time for Pomacanthus species, or coral reef

0.0

0.2

0.4

0.6

0.8

1.0

0 5 10 15 20 25 30

Node age (Ma)

Deg

ree

of s

ympa

try

0.0

0.2

0.4

0.6

0.8

1.0

0 5 10 15 20 25 30

Node age (Ma)

Aver

age

% o

verla

p

(a)

(b)

35

35

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fishes in general, due to the scarcity of appropriate fossils. However, all the evidence presented

herein suggests that sympatry is a common and sustained feature in pomacanthids.

I found no species, sympatric or otherwise, substantially younger than 4 Myr, with the

youngest species pair – P. paru and P. arcuatus – estimated to have diverged 5 Ma (95% HPD:

2.6–8.1 Ma). Indeed, there are few species pairs of coral reef fishes younger than 4 Ma (but see

Bellwood et al., 2010; Cowman & Bellwood, 2011; Choat et al., 2012 for exceptions), making

it potentially difficult to quantify the amount of time required for sister-species to acquire

sympatric distributions. Furthermore, in contrast to the findings of Quenouille et al. (2011), no

sharp transition from sister-species in allopatry to those in sympatry was detected in the more

recent evolutionary history of Pomacanthus. The results do not, however, disagree with the

suggestion made by Malay & Paulay (2010) in their study of speciation in hermit crabs, that a

substantial amount of time (> 2 Ma) may be required for sister-species to develop sympatric

distributions following allopatric divergence.

Figure 4.6 Plot of the degree of symmetry versus node age in the Pomacanthus phylogeny. Grey bars

represent the 95% highest posterior densities of node ages. Open circles denote sister-species pairs.

Diagrams to the right of each plot represent the gradient of symmetry along the y-axis. Filled circles mark

nodes of higher clades where geographical ranges were obtained by summing the area where at least one

constituent species is found.

0.0

0.1

0.2

0.3

0.4

0.5

Node age (Ma)

Deg

ree

of s

ymm

etry

0 5 10 15 20 25 30 35

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Ecological knowledge can often inform the relative likelihood of sympatric speciation

within a group of taxa (reviewed by Rocha & Bowen, 2008; Puebla, 2009). The ecological data

currently available for Pomacanthus species provide little information on how processes of

sympatric speciation may have taken place, although more detailed data may yet reveal

ecological differentiation.

Overall, the best evidence obtained for sympatric speciation was the high proportion of

sister-species pairs with substantially overlapping contemporary geographical distributions.

Although this could be due to secondary contact as a result of shifting or expanding ranges, or

simply the increased survival of taxa whose ranges encompass the IAA and thus accumulate in

the IAA (Cowman & Bellwood, 2013a), the extent of overlap among sister-species pairs

detected herein is comparable with models of high levels of sympatric speciation. The results

therefore lend support to the possible importance of sympatric speciation in the evolutionary

history of Pomacanthus.

Peripatry

The intercept and slope of the analysis of range-size symmetry are consistent with

simulations of peripatric speciation within a finite area (Barraclough & Vogler, 2000),

suggesting that peripatry may also be an important mode of speciation within Pomacanthus.

This is particularly apparent when focusing on the topological relationships among species in

the West Indian Ocean clade. Pomacanthus semicirculatus is the only widespread species with

a distribution spanning the Indo-Pacific; all of the other Indian Ocean species have fairly

restricted distributions centred at varying locations along the east coast of Africa. Peripatric

speciation may have dominated in this African clade in the form of peripheral budding (sensu

Chapter 3). Under this scenario, a relatively widespread P. semicirculatus would have given rise

to several peripherally isolated species through peripatry, parapatry or sympatry. Maintaining

the order of lineage divergence observed within the clade, these species would have been

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successively isolated along the east coast of Africa (with initial isolation of Pomacanthus asfur,

then P. rhomboides/P. maculosus, and later P. chrysurus). If this occurred primarily through

founder events, subsequent range expansion must have led to contemporary sympatry among all

constituent species.

Evidence for peripheral budding has been reported for other marine organisms (Pandolfi,

1992; Kirkendale & Meyer, 2004; Budd & Pandolfi, 2010; Malay & Paulay, 2010; Winters et

al., 2010; Chapter 3) and is likely to be more common than previously recognized.

Unfortunately, it can confound many of the inferences made from phylogenetic hypotheses,

including topological relationships among species and age estimation (Chapter 3). Therefore,

the consideration of all possible speciation scenarios when interpreting phylogenetic hypotheses

is advised, especially when the hypotheses are then applied to other questions and used in

analyses such as ARC.

Figure 4.7 Proportion of sympatric sister-species among marine taxa for which there exists a species-

level phylogeny with near complete taxon sampling (> 85%) and more than two sister-species pairs.

Sympatry is defined here as > 10% overlap. Numbers above bars indicate the total number of sister-

species pairs within each taxon. Phylogenies were obtained from the following studies: Chlorurus, Choat

et al. (2012); Thalassoma/Gomphosus, Bernardi et al. (2004); Nerita, Frey (2010); Dascyllus,

McCafferty et al. (2002); Echinolittorina, Williams & Reid (2004); Anisotremus, Bernardi et al. (2008);

Scarus, Choat et al. (2012); Anampses, Chapter 3; Mesoplodon, Dalebout et al. (2008); Naso, Klanten et

al. (2004); Pomacanthus, this study; Haemulon/Inermia, Rocha et al. (2008).

0.0

0.2

0.4

0.6

0.8

1.0

Chlorur

us

Thalas

soma/G

omph

osus

Nerita

Dascy

llus

Anisotr

emus

Scarus

Anamps

es

Mesop

lodon

Pomac

anthu

s

Haemulo

n/Ine

rmia

Pro

porti

on s

ympa

tric

sist

er s

peci

es p

airs

69 17 4

316

4

45

8

Naso

7

Echino

littori

na

16

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4.5 Conclusions

This study explored potential patterns of speciation among all 13 Pomacanthus species by

comparing extant geographical distributions in the context of a fossil-calibrated phylogenetic

hypothesis. The lack of a direct relationship between the degree of sympatry and node age can

be explained by the likelihood of multiple speciation modes operating throughout the

evolutionary history of this genus. In order for a significant relationship between range overlap

and node age to be detected, there must have been a single predominant geographical mode of

speciation in the data set (Fitzpatrick & Turelli, 2006). Furthermore, if sympatric speciation has

been the dominant mode and Pomacanthus species have maintained sympatric distributions

over long periods of time, this would also explain the lack of a relationship between range

overlap and node age. Nevertheless, I found support for all three major modes of speciation and

evidence of a lengthy and evolutionarily complex history in pomacanthid fishes.

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Chapter 5: On the relationship between species age and

geographical range in reef fishes: are widespread species

older than they seem? In press Global Ecology and Biogeography (2014)

5.1 Introduction

Identifying the evolutionary dynamics of species’ geographical ranges is a central goal of

macroecological studies. Three processes shape geographical ranges: speciation, range-size

transformation (which can be influenced by factors such as dispersal ability and habitat

connectivity), and extinction (Gaston, 1998). The resultant relationship between the age of a

species and its geographical range depends on the probability that species with different range

sizes will go extinct or speciate, and the way in which ancestral geographical ranges are

partitioned between daughter species (Webb & Gaston, 2000). Four basic theoretical models

describe how geographical ranges may change through time. The ‘age and area’ model predicts

constant geographical range expansion over time, producing larger ranges with increased

evolutionary age (Willis, 1922; Hubbell, 2001). The ‘stasis’ or ‘post-expansion stasis’ model

states that species achieve their maximum geographical ranges rapidly and maintain a uniform

trajectory thereafter (Jablonski, 1987; Gaston, 1998; Gaston, 2003). Both of these models

describe instantaneous range crashes corresponding to the geological timing of species’

extinctions.

In contrast, the ‘taxon cycle’ model predicts that species will expand their initially restricted

ranges to become maximally dispersed for a period of time until ranges begin to decline

towards extinction or the beginning of a new cycle (Wilson, 1961; Ricklefs & Cox, 1972;

Ricklefs & Bermingham, 2002). The ‘taxon cycle’ model can produce symmetrical (cf. Foote,

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2007) or asymmetrical trajectories (cf. Webb & Gaston, 2000) depending upon the rate of range

expansion relative to range decline. All three of the aforementioned models predict initial

geographical range expansion, but discriminating between them is difficult because factors such

as extinction and sampling bias can influence the likelihood of detecting newly diverged or

near-extinct species and their respective geographical ranges (Pigot et al., 2012). Biologically,

the ‘taxon cycle’ model is arguably the most logical because species with smaller distributions

are generally at greater risk of extinction (Jablonski & Hunt, 2006). However, there need not be

a general pattern in the evolution of species’ geographical ranges through time. A fourth

theoretical model, the ‘idiosyncratic’ model proposes that species exhibit individual trajectories,

producing limited similarity in the range sizes of closely related species and the potential for no

over-arching pattern in range size evolution through time among a given group of taxa (Gaston,

2003).

Studies from a wide variety of groups have shown a positive relationship between species

age and geographical range size including, aquatic beetles (Abellan & Ribera, 2011), bats

(Weber et al., 2014), birds (Webb & Gaston, 2000; Böhning-Gaese et al., 2006), frogs

(Wollenberg et al., 2011), minnows (Taylor & Gotelli, 1994), marine molluscs (Jablonski,

1987; Miller, 1997), and tropical plants (Paul & Tonsor, 2008; Paul et al., 2009). However, the

relationship between species age and range size is often variable and can be clade specific

(Webb & Gaston, 2000). Studies on large, diverse taxonomic groups such as New World bird

species (Gaston & Blackburn, 1997), mammals (Jones et al., 2005), and coral reef fishes (Mora

et al., 2012) found no consistent relationship between species age and geographical range.

To examine how species age relates to geographical range it is essential to have accurate

estimates of both parameters. While there has been much recent success in phylogenetic age

estimation techniques, conceptual synthesis of the inherent problems with these techniques has

been limited. For example, the use of divergence time estimates, obtained from the nodes of a

temporally-calibrated phylogeny (or relative node position e.g. Taylor & Gotelli, 1994), as an

indication of species’ ages is common, but beyond examining uncertainty in the tree or

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calibrations, few other issues have been examined. Here I address the effects of phylogenetic

age estimation on the relationship between species age and geographical range. I argue that

estimates of divergence time are not always indicative of species age, and if considered as such,

they may mask any underlying relationship between species age and geographical range. I

highlight an example of this using coral reef fishes and explore the insights these methods bring

to light for models of reef fish geographical range evolution.

5.2 Phylogenetic Methods of Age Estimation

Zuckerkandl and Pauling (1965) first proposed the idea of dating evolutionary divergences

using calibrated differences among proteins. Their idea was based on evidence that sequence

differences between proteins among species varied as a function of the time since their

evolutionary separation. This central idea gave way to the development of molecular clock

methods for time-calibrating phylogenetic hypotheses (reviewed by Kumar, 2005). Since their

development, phylogenetic methods of age estimation have been increasingly applied to a

myriad of studies as a means of investigating the general mechanisms and processes of

evolution. In general, these methods involve converting the pairwise percentage of sequence

divergence between two species (or clades) into an estimate of the time since the most recent

divergence (Nei, 1987), hereafter referred to as divergence time. This provides a divergence

time estimate (relative or absolute, depending on the methods used to calibrate the tree) for

every node in the phylogeny, which represents the most recent common ancestor (MRCA)

between two taxa. To examine the relationship between species age and geographical range,

divergence times for all nodes in the phylogeny subtended by extant species are typically

considered to reflect species age (cf. Taylor & Gotelli, 1994; Gaston & Blackburn, 1997; Webb

& Gaston, 2000; Böhning-Gaese et al., 2006; Paul & Tonsor, 2008; Paul et al., 2009; Abellan

& Ribera, 2011; Mora et al., 2012; Weber et al., 2014). Therefore, divergence times that are

shared between two subtending sister-species (defined by their close genetic relationship) are

assigned to both daughter species and plotted against each of their corresponding geographical

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ranges (Fig. 5.1a, b). To illustrate how extinction and certain models of diversification can bias

the potential relationship between species age and geographical range using these methods, and

how to account for the potential biases, I consider an example using coral reef fishes.

5.3 Quantifying Species Age in Reef Fishes

The traditional phylogenetic approach

A comprehensive genetic dataset of coral reef fish genera with near-complete sampling of

described species was constructed and combined with available fossil data to simultaneously

infer the phylogeny and estimate divergence times of species from four of the major coral reef

fish families. Sequence data were obtained from GenBank for those coral reef fish families with

distribution maps available from the IUCN Red List spatial database (IUCN, 2011). Molecular

data were assessed and selected to maximize coverage across all fish families, to maximize

taxon sampling within genera, and to minimize the amount of missing sequence data in the

alignment (see Chapter 2: General Methods, section 2.2 Multi-Family Phylogeny for

specific selection criteria and potential limitations). This resulted in the inclusion of four

mitochondrial loci (16S rRNA, 12S rRNA, CO1, cytochrome b), and two nuclear loci (TMO-

4C4, S7 intron 1) for 53 genera within four coral reef fish families: Chaetodontidae, Labridae,

Pomacanthidae, and Epinephelidae (Table S2.3, Appendix A). Sequences were also included

for additional taxa to root the phylogeny and provide nodes for fossil calibration. A time-

calibrated phylogeny was constructed based on six independent partitioned Bayesian analyses

in BEAST v1.7.5 (Drummond & Rambaut, 2007) using nine fossil calibrations (Table S2.4,

Appendix A). Log files showed high effective sample sizes (posterior ESS values > 200 for six

combined analyses), which indicated valid estimates based on independent samples from the

posterior distribution of the Markov chain. The maximum clade credibility chronogram was

compiled from 48,003 post-burn-in trees (48,003,000 generations) (Table S5.1 and Fig. S5.1,

Appendix D). Biogeographical data were also compiled and used to quantify species’

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Figure 5.1 (a) Methods for time-calibrating nodes from a phylogeny using molecular data involve

converting the pairwise percentage of sequence divergence between two species (A and B) into an

estimate of the time since the most recent divergence. This is done the same way for deeper nodes in the

phylogeny, except the mean of the pairwise divergence between A and C, and between B and C is used.

These methods provide a divergence time estimate (x2 and x1) for every node in the phylogeny, which

represents the most recent common ancestor between two taxa. (b) The relationship between species age

and geographical range is typically examined by considering the estimated divergence times for all nodes

in the phylogeny subtended by extant species as representative of species age. Thus, divergence times

that are shared among two subtending sister-species are assigned to both daughter species and plotted

against each of their corresponding geographical ranges as (x2, yA), (x2, yB) and (x1, yC).

geographical range areas following the general methods outlined in Chapter 2, section 2.2

Multi-Family Phylogeny.

First, divergence time estimates for all nodes in the phylogeny subtended by extant species

were considered as an indication of species age (as described in Fig. 5.1a, b). I tested the

theoretical ‘age-area’ model of geographical range evolution using linear regression and found

no significant linear relationship between divergence time and geographical range for species

included in the phylogenetic analysis (r 2 = 0.00789; n = 293; d.f. = 1, 291; F = 2.31; P = 0.129)

(Fig. 5.2). The ‘stasis/stasis post-expansion’ and ‘taxon cycle’ models predict species’ range

expansion from initially restricted ranges in a curvilinear manner. To test these curvilinear

theoretical models I fitted a quadratic model to our reef fish data, but found no evidence for a

cyclical form of range evolution (r 2 = 0.00942; n = 293; d.f. = 2, 290; F = 1.38; P = 0.254). The

x2

A

B

yA

yB

(a) (b)

C yC

x1

y =

geog

raph

ical

rang

e

x = divergence time

x2 x1

yB

yA

yC

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majority of reef fish species sampled were estimated to have diverged ~3.3 Ma (mean = 5.4 Ma)

during the Pliocene. The oldest extant lineage was 59 Ma.

Phylogenetic methods are only able to estimate the age of the MRCA between two species

when data for both species are present in the analysis. Therefore, taxa missing from the

phylogeny, whether extinct or extant, will cause the ages of sister taxa to be over-estimated

(Fig. 5.3). If the rate of extinction through time has remained relatively constant, then older

lineages are more susceptible to extinction (Rabosky & Lovette, 2008). Furthermore, the

potential degree of divergence time overestimation increases with branch length (i.e. the degree

of divergence time overestimation is potentially greater for species D compared with species B

in Fig. 5.3, given extinct species z and x, because species D has a longer branch and therefore a

greater range of time across which it could have shared a common ancestor with species z). It is

worth noting that if an extinct (or missing extant) species is not sister to a single extant species

Figure 5.2 Relationship between species age and geographical range plotted as described in Figure 5.1,

where the estimated divergence times for all nodes in the phylogeny subtended by extant species are

considered as species’ ages. This analysis included 293 reef fish ingroup species from four families:

Chaetodontidae, Labridae, Pomacanthidae, and Epinephelidae (Table S2.3, Appendix A). Mean estimated

species age was 5.4 Ma; modal species age was 3.3 Ma; and the range in species age was 58.5 Ma.

05

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20

Divergence time (Ma)

0 10 20 30 40 50 60

25

Geo

grap

hica

l ran

ge a

rea

(106 km

2 )

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Figure 5.3 Effects of extinction, or missing extant taxa, on phylogenetic estimates of divergence time.

The letters A, B, C, and D subtending lineages with solid lines denote sampled extant species. Extinct, or

missing extant species, are denoted by x, y, and z subtending dashed lineages. Excluding species from the

phylogeny, whether extinct or extant, will cause the ages of sister-species to be overestimated. For

example, species x is sister to B, but missing from the phylogeny. Therefore, the divergence time

estimated for species B (t3) is older than it would otherwise be if x had been included. Assuming a

relatively constant rate of extinction, older lineages are more susceptible to effects of extinction.

Furthermore, older lineages have greater potential range for overestimation of divergence times compared

to more recent lineages, simply because they have longer branches. For example, there is a greater range

of time for missing species z to have diverged from D then there is for missing species x to have diverged

from B. Thus, it is likely that the estimated divergence time obtained for species D (t1) will be more

greatly overestimated than that of B (t3), given the existence of extinct or un-sampled species. If an

extinct or missing species is not sister to a single extant species, as in missing species y, this results in a

missing data point when examining the relationship between divergence time and geographical range,

rather than an overestimation of divergence time.

t3

A

B

C

D

t2

t1

x

y

z

TTime

t0

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this results in a missing data point when examining the relationship between divergence time

and geographical range (e.g. extinct species y in Fig. 5.3), rather than an overestimation of

divergence time.

The impacts of extinction on the estimation of divergence times have been reviewed

previously (Harvey et al., 1994; Ricklefs, 2007), and approaches to minimize these impacts

have provided valuable insights into processes associated with divergence, such as rates of

phenotypic change (Seddon et al., 2013). One way to avoid these problems is by focusing on

sister-species. When robust sampling of extant species is achieved, sister-species relationships

can be reconstructed with confidence. Focusing on recent divergences between pairs of sister-

species minimizes the impact of extinct taxa on divergence time estimation, although it may not

be eliminated entirely. This technique narrows the focus of the question to address how

geographical ranges have evolved among the most recently diverged species. The impact of

missing extant taxa on estimates of divergence time will thus depend on the shape of the

phylogeny and sampling bias; and a sister-species approach will eliminate some of the impact

that missing extant taxa may have on estimates of divergence time.

A sister-species approach

Using the phylogeny of reef fishes, I considered divergence time estimates for all sister-

species pairs, excluding monotypic genera, as indicators of species age. This approach

minimizes the effects missing extant taxa may have on species age estimation, but additional

steps are required to prevent the pseudoreplication of divergence time estimates among sister-

species (as in Fig. 5.1a, b). To overcome this issue I first took the average of each sister-pair’s

geographical range and compared it with their estimated divergence time. Average geographical

range increased linearly with increasing species age (r 2 = 0.0481; n = 91; d.f. = 1, 89; F = 4.50;

P = 0.0368) (Fig. 5.4). The relationship can also be described using a curvilinear model (r 2 =

0.0713; n = 91; d.f. = 2, 88; F = 3.38; P = 0.0386). However, model comparison using ANOVA

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showed that the curvilinear model was not a significant improvement upon the linear model (n

= 91; d.f. = 2, 88; F = 2.20; P = 0.142).

Another way to overcome the pseudoreplication of divergence time estimates among sister-

species is to randomly assign one of two potential geographical ranges to each sister-species’

divergence time estimate. The advantages of this approach are that it eliminates the problem of

pseudoreplication of divergence time estimates, and it selects geographical range data from only

one of the two sister-species without making any prior assumptions of the models under which

species have diversified. In addition, when the randomisation approach is repeated, it can

illustrate the likelihood, or percentage, of a significant relationship. I performed 1000 bootstrap

replicates of geographical range randomisation; for each replicate I fitted linear and curvilinear

models to the data. A significant linear relationship between species age and geographical range

was detected in 13% of the randomised replicates (the range of statistical values across all 130

significant replicates: r 2 = 0.111–0.0426; n = 91; d.f. = 1, 89; F = 11.12–3.96; P = 0.00125–

0.0497; plot not shown, see the vertical grey bars in Fig. 5.4 for the differences in sister-species’

geographical ranges).

The relationship between species age and geographical range could also be described by a

curvilinear model in 29% of the randomised replicates (the range of statistical values across all

290 significant replicates: r 2 = 0.157–0.0495; n = 91; d.f. = 2, 88; F = 8.17–2.29; P =

0.000885–0.0499). However, model comparison performed using ANOVA revealed that that

the curvilinear model was only a significant improvement over the linear model 4.8% of the

time (the range of statistical values across all 48 significant replicates: n = 91; d.f. = 2, 88; F =

7.94–3.96; P = 0.00598–0.0498). These applications of a sister-species approach help to

overcome some of the problems associated with estimating species’ ages from phylogenetic

hypotheses and they have unveiled the potential for a positive relationship between species age

and geographical range in reef fishes.

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Figure 5.4 Minimum divergence times are used as indicators of species age for all sister-species pairs,

excluding monotypic genera, and plotted against the pairs’ mean geographical range area. Grey vertical

bars show the difference in geographical range areas between sister-pairs. Mean geographical range area

increases linearly with increasing species age (r 2 = 0.0481; n = 91; d.f. = 1, 89; F = 4.50; P = 0.0368).

The relationship can also be described by a curvilinear model (r 2 = 0.0713; n = 91; d.f. = 2, 88; F = 3.38;

P = 0.0386); however this model was not a significant improvement upon the linear model following

model comparison in ANOVA (n = 91; d.f. = 2, 88; F = 2.20; P = 0.142).

However, even when utilizing a sister-species approach it is important to consider the

spatial component of speciation when evaluating divergence time estimates in a phylogenetic

hypothesis, as certain models of diversification can confound them. For instance, under some

models of peripatric speciation such as peripheral budding (Chapter 3), a centrally distributed,

widespread species successively gives rise to multiple species along the periphery of its

geographical range (Fig. 5.5a). As a result, topologically the widespread species will appear to

be sister to the most recently diverged (budded) species and its age will thus be grossly

underestimated (Fig. 5.5b). Evidence for this mode of diversification has been reported for

marine (Pandolfi, 1992; Kirkendale & Meyer, 2004; Budd & Pandolfi, 2010; Malay & Paulay,

2010) and terrestrial taxa (Hoskin et al., 2011; Garrigan et al., 2012; Toussaint et al., 2013). If

this is a common occurrence in the diversification of coral reef fishes, as increasing evidence

05

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20

Minimum divergence time (Ma)

25

Mea

n ge

ogra

phic

al ra

nge

(106 km

2 )

0 2 4 6 8 10 12 14

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suggests (Winters et al., 2010; Fitzpatrick et al., 2011; Choat et al., 2012; Chapters 3, 4), it

would mask any relationship between species age and geographical range when analysed using

age estimates for all extant species in the phylogeny. It may also mask the relationship when

analysed using a sister-species approach, depending on the methods used to assign geographical

ranges to species age estimates. If we consider this potential bias in the light of the initial results

of this relationship for reef fishes, it may help explain the presence of numerous species with

relatively young ages and large geographical ranges (Fig. 5.2). These large-range species may

appear to be young only because they have recently budded a peripheral species. They may be

much older.

Alternatively, young species may be able to attain large ranges given the considerable

potential for larval dispersal of most coral reef fish species (Strathmann et al., 2002). For

example, young species with restricted distributions would have the potential to expand their

geographical ranges into areas of suitable habitat over several successive generations. However,

many recent studies suggest that the level of self-recruitment among coral reef fish populations

is much higher than expected given this dispersal potential (Swearer et al., 2002; Bowen et al.,

2006a; Priest et al., 2012). Thus, although fishes have great dispersal potential it may not be

consistently realized and dispersal alone may not be substantial enough to decouple any

prospective relationship between species age and geographical range area.

Comparing minimum divergence time with minimum geographical range

To overcome the potential problem of underestimating the divergence times of widespread

species that have successively given rise to multiple species through time, I suggest using a

sister-species approach and considering the estimated minimum divergence time as an

indication of species age only for the species with the smaller of the two geographical ranges.

This method therefore examines the relationship between the minimum divergence time

(species age) and the minimum geographical range area. This approach also eliminates the

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Figure 5.5 (a) Illustrates the peripheral budding model (sensu Chapter 3), also known as ancestral

persistence. A centrally distributed, widespread species E successively gives rise to multiple species

along the periphery of its geographical range from time t0 to time t3. (b) The topological relationships

resolved from a molecular phylogeny of species that have diverged under the peripheral budding model.

Lineage dashing corresponds to range outline in part (a). Species E and H are sister because they

diverged most recently and are molecularly most similar. However, the successive peripheral splitting, or

budding, of species causes the divergence time for species E to be grossly underestimated as t3 rather than

t0. Thus masking any potential relationship between species age and geographical range when analysed

using the methods described in Figure 5.1. This can be overcome by using a sister-species approach and

considering the estimated minimum divergence time as indicative of species age only for the species with

the smaller of the two distributions (e.g. plot t3 against the geographical range size of species H). This

method examines the relationship between minimum divergence time and minimum geographical range

area. This approach also eliminates the problem of pseudoreplication of species’ ages where a single

(shared) age is plotted against multiple geographical range areas (as in Fig. 5.1b).

problem of pseudoreplication of species’ ages where a single (shared) age is plotted against

multiple geographical range areas (as in Fig. 5.1a, b).

I compared species age with minimum geographical range area to illustrate the potential

impact successive peripheral speciation, or peripheral budding, may have on the relationship

t1

t2

(a)

E

F

t3

G

Ht3

t2

t1

E

F

G

H

(b)

TTime

t0

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between these two variables for reef fishes. A significant positive linear relationship between

species age and minimum geographical range areas was found using this approach (r 2 = 0.104;

n = 91; d.f. = 1, 89; F = 10.35; P < 0.01) (Fig. 5.6). While the model still has fairly low

predictive power, it is one of the strongest linear relationships obtained overall (only one out of

the 1000 randomised replicates had a higher r 2 value). Furthermore, the difference in the trend

recovered after excluding potential biases associated with ancestral persistence suggests that

ancestral persistence may be prevalent among coral reef fishes, with successive peripheral

speciation events impacting area-age relationships.

Minimum geographical range area also increased in a curvilinear fashion with increasing

species age (r 2 = 0.124; n = 91; d.f. = 2, 88; F = 6.25; P = 0.00289; Fig. 5.6). However, the

results of model comparison using ANOVA showed that the curvilinear model was not a

significant improvement upon the linear model (n = 91; d.f. = 2, 88; F = 2.03; P = 0.157). The

task of discriminating between theoretical models of range evolution remains difficult;

however, the results for reef fishes suggest that the ‘age-area’ model may sufficiently describe

the early range expansion dynamics of species.

Because both variables, geographical range area and species’ age, were positively skewed

all of the preceding analyses were repeated on log-transformed data. A significant log-log linear

relationship would suggest that as species age, their geographical ranges increase exponentially.

Such a pattern may be consistent with the ‘stasis post-expansion’ or ‘taxon cycle’ theoretical

models of geographical range evolution if range expansion occurs rapidly. No significant linear

relationships were detected between the transformed variables in the preceding analyses, except

for the randomisation approach, for which there was a significant log-log relationship between

geographical range and species age in 9.3% of replicates (the range of statistical values across

all 93 significant replicates: r 2 = 0.0993–0.0427; n = 91; d.f. = 1, 89; F = 9.82–3.97; P =

0.00234–0.0495) (Fig. S5.2c, Appendix D). The statistical results of all of the log-transformed

analyses are reported and discussed in Appendix D.

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Figure 5.6 A sister-species approach where minimum divergence time (as an indication of species age) is

plotted against minimum geographical range area (i.e. the smaller of two geographical range areas for all

sister-species pairs, excluding monotypic genera). As minimum divergence time increases, minimum

geographical range area also tends to increase. The relationship can be described by a linear model (r 2 =

0.104; n = 91; d.f. = 1, 89; F = 10.35; P = 0.00181). While the correlation is not strong, it is the strongest

linear relationship I obtained overall. The relationship can also be described by a curvilinear model (r 2 =

0.124; n = 91; d.f. = 2, 88; F = 6.25; P = 0.00289); however, this model was not a significant

improvement upon the linear model according to our ANOVA model comparison (n = 91; d.f. = 2, 88; F

= 2.03; P = 0.157). Because both variables, geographical range area and species’ age, were positively

skewed I repeated all of the preceding analyses on log-transformed data. The statistical results of the log-

transformed analyses are reported in Appendix D.

Species as sampling units are non-independent because they share an evolutionary history.

Therefore, the relationship between species age and geographical range recovered from the

sister-species approaches could be an artefact of the phylogenetic relationships among species.

Phylogenetically independent contrasts (PICs) were used to evaluate the consistency of this

relationship when accounting for the phylogenetic topology (Felsenstein, 1985). For variables,

species age and geographical range area, I optimised an OU model of character evolution and

performed linear regression analyses using PICs in R (R Development Core Team, 2011;

packages “geiger” and “ape”). Only the approaches that recovered previous significant results

05

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were tested. PICs for the randomisation approach were calculated using the average

geographical range across all 1000 randomisation replicates. For this analysis, averaging across

bootstrapped replicates approximates the sister-species approach where geographical ranges

were averaged for each sister-pair. Thus, the two approaches produced similar results. When

tested for consistency using PICs the significant relationships between species age and

geographical range were not recovered (mean geographical range: r 2 = 0.0252; n = 91; d.f. = 1,

89; F = 2.30; P = 0.133; randomised replicates: r 2 = 0.0245; n = 91; d.f. = 1, 89; F = 2.24; P =

0.138; Fig. 5.7a, b, respectively). Therefore, phylogenetic structure may explain the original

relationship recovered from these two sister-species approaches (although it may also reflect a

loss of power as a result of the PIC approach). In contrast, the relationship between species age

and geographical range was consistent following the PIC analysis of the sister-species approach

comparing species age with minimum geographical range (r 2 = 0.0599; n = 91; d.f. = 1, 89; F =

5.67; P = 0.0194; Fig. 5.8). Thus in the context of phylogenetic relationships, only the

minimum geographical range area between two sister-species was significantly related with

species age in our reef fish example. It is likely that detailed information on geographical range

dynamics was lost through the randomisation or averaging of geographical ranges in the other

two sister-species approaches.

Geographical range symmetry

To further explore the dynamics of geographical range evolution among reef fishes I

investigated whether species age also effects the distribution of range size symmetry among

sister-pairs. I have shown that as species age increases, on average, the minimum geographical

range between sister-pairs also increases. Given this relationship, changes in range symmetry

with species age can be described using three possible scenarios of range dynamics. Firstly, if

the rate of range expansion were greater for the smaller-ranged species among sister-pairs, then

range size symmetry would increase, on average, with increasing species age. Range

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Figure 5.7 The results of phylogenetically independent contrasts (PICs), which were performed to

evaluate the consistency of the relationship between species age and geographical range when accounting

for the phylogenetic topology (Felsenstein, 1985). An OU model of character evolution was optimised for

both variables and linear regression analyses using PICs were conducted in R (R Development Core

Team, 2011; packages “geiger” and “ape”). Only approaches that recovered previous significant results

were tested. (a) The PIC analysis of the average geographical range area between sister-pairs showed a

non-significant relationship with species age (r 2 = 0.0252; n = 91; d.f. = 1, 89; F = 2.30; P = 0.133). (b)

Similarly, the sister-species approach where geographical ranges between sister-pairs were randomised

and averaged across 1000 bootstrap replicates recovered a non-significant result when the phylogeny was

considered (r 2 = 0.0245; n = 91; d.f. = 1, 89; F = 2.24; P = 0.138).

contraction of the large-ranged species could also produce an increase in range symmetry with

species age. Secondly, if both species in a sister-pair expand their ranges at the same rate, then

minimum geographical range size would still increase with species age, but range symmetry

would remain constant. Finally, if the rate of range expansion were slower for the smaller-

ranged species, then range symmetry would decrease with species age. Substantial range

contraction of the large-ranged species could also produce a decrease in range symmetry with

species age.

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Any of the three aforementioned scenarios of range dynamics may result if peripheral

budding has occurred. However, peripheral speciation events would generally result in sister-

pairs with asymmetrical ranges, thus one may expect asymmetry to be more prevalent among

younger sister-pairs if peripheral speciation is common in reef fishes. However, the occurrence

of young, asymmetric sister-pairs does not require diversification to have proceeded under the

peripheral budding model, it may instead reflect single, rather than successive, peripheral

speciation events.

The degree of geographical range symmetry among sister-pairs was incorporated into the

linear model describing the relationship between species age and minimum geographical range

area using multivariate analysis of variance (MANOVA) and Pillai’s test. Symmetry was

calculated following Barraclough & Vogler (2000), where the smallest geographical range area

between two sister-species was divided by the sum of their geographical range areas. Symmetry

values range from zero to 0.5 and higher numbers indicating greater symmetry.

Figure 5.8 The relationship between species age and geographical range was consistent following the

PIC analysis when I tested the sister-species approach comparing species age with minimum

geographical range (r 2 = 0.0599; n = 91; d.f. = 1, 89; F = 5.67; P = 0.0194).

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As species age increases, the minimum geographical range between sister-pairs increases

and their ranges become more symmetrical (n = 91; d.f. = 2, 88; Pillai’s statistic = 0.116; P =

0.00442). To visualise the relationship between species age and both dependent variables, I

divided range symmetry into three categories, asymmetrical species were those with symmetry

values ≤ 0.1, symmetrical species were those with symmetry values ≥ 0.4, and those species

with symmetry values between 0.1 and 0.4 were defined as having medium symmetry.

Symmetry categories were added to the plot of species age and minimum geographical range

(Fig. 5.9). Over half of the asymmetrical species (53.8%, n = 13) diverged less than 2 Ma,

compared to 44.4% of those with medium symmetry (n = 54) and 37.5% of symmetrical species

(n = 24). Furthermore, I found a significant difference in the mean ages of asymmetrical (mean

= 2.0 Ma) and symmetrical (mean = 3.7 Ma) sister-species using a Welch two-sample t-test (n =

36; d.f. = 34.0; t = 2.18; P = 0.0367) (Figure 5.9). This result persisted when symmetry

extremes were defined at 10% (graph not shown; asymmetric mean species age = 1.9 Ma;

symmetric mean species age = 3.7 Ma; n = 21; d.f. = 14.2, t = 2.2; P = 0.0429).

I performed univariate tests of linear (r 2 = 0.0688; n = 91; d.f. = 1, 89; F = 6.58; P =

0.0120; Fig. 5.10) and curvilinear models (r 2 = 0.0690; n = 91; d.f. = 2, 88; F = 3.26; P =

0.0431; Fig. 5.10) to visualise the relationship between species age and the degree of

geographical range symmetry. The results of model comparison using ANOVA showed the

curvilinear model was not a significant improvement over the linear model (n = 91; d.f. = 2, 88;

F = 0.0123; P = 0.912).

The patterns of geographical range symmetry observed among reef fishes support

peripheral speciation as a significant factor in the generation of reef fish biodiversity. The

results suggest that as species age, they expand their geographical ranges in a way that produces

greater symmetry between the geographical ranges of sister-pairs.

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Figure 5.9 Incorporates geographical range symmetry into the model relating minimum geographical

range to species age. Geographical range symmetry was calculated following Barraclough and Vogler

(2000), where the smallest geographical range area between two sister-species was divided by the sum of

their geographical range areas. Symmetry values range from zero to 0.5 and higher numbers indicate

greater symmetry. Symmetry was divided into three categories: asymmetrical sister-species with

symmetry values ≤ 0.1 (black circles), symmetrical sister-species with symmetry values ≥ 0.4 (white

circles), and sister-species with symmetry values between 0.1 and 0.4 were defined as having medium

symmetry (grey circles). As species age increases, the minimum geographical range between sister-pairs

increases and their ranges become more symmetrical (n = 91; d.f. = 2, 88; Pillai’s statistic = 0.116; P =

0.00442). Over half of the asymmetrical species (53.8%, n = 13) diverged less than 2 Ma, compared to

44.4% of those with medium symmetry (n = 54) and 37.5% of symmetrical species (n = 24).

Furthermore, a significant difference in the mean ages of asymmetrical (mean = 2.0 Ma) and symmetrical

(mean = 3.7 Ma) sister-species pairs was detected using a Welch two-sample t-test (n = 36; d.f. = 34.0; t

= 2.18; P = 0.0367).

5.4 Applications and Implications

The method I present herein narrows the question of species’ geographical range evolution

to the early dynamics of expansion. Because the method focuses on recent divergences between

pairs of sister-species, the detection of range decline or crash preceding extinction is less likely.

Nevertheless, our sister-species approach of comparing minimum divergence time (as an

indication of species’ age) with the minimum geographical range area between sister-pairs is

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Figure 5.10 The relationship between species age and the degree of geographical range symmetry can be

described by linear (r 2 = 0.0688; n = 91; d.f. = 1, 89; F = 6.58; P = 0.0120) and curvilinear models (r 2 =

0.0690; n = 91; d.f. = 2, 88; F = 3.26; P = 0.0431); however, the results of model comparison using

ANOVA showed the curvilinear model was not a significant improvement over the linear model (n = 91;

d.f. = 2, 88; F = 0.0123; P = 0.912).

applicable to any diversification scenario – it need not be used only in cases where peripheral

budding or ancestral persistence is suspected. Even if species diverged in allopatry, our method

simply re-phrases the question to explore the minimum geographical range area attainable by

species given their age. It provides a logical means of removing the pseudoreplication of

species’ ages and does not require the use of averaging geographical range areas.

I advocate the use of this method as a tool to explore the dynamics of range evolution and

note that its use in comparison with other approaches can potentially reveal interesting patterns.

The example I presented using reef fishes was based on contemporary geographical range data.

I acknowledge that the results may change given future additions of geographical range data or

nominal species. All of the methods examined in the present study assume that range size

transformations occur over periods of time concordant with the time-scale of the analyses.

Relatively short-term, idiosyncratic, cyclical range transformations may confound the results of

any phylogenetic analysis of geographical range dynamics. Comparative phylogeographic

studies may be better suited to detect these range transformations over shorter time-scales.

0.0

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However, successive peripheral isolation of populations or lineages within species can produce

the same issues with divergence time estimation as those discussed herein. Thus, our sister-

species method can be adapted into a sister-lineage method when examining range dynamics

within-species or populations.

Overall, the observations on how phylogenetic age estimation can affect the relationship

between species age and geographical range size will have important implications in

macroecology and biogeography. The methods I present herein provide a new way of exploring

the evolutionary dynamics of species’ geographical ranges. By establishing methods to

minimize the impacts of extinction and successive peripheral speciation on divergence time

estimation, I hope to stimulate further investigation into the prevalence of this model of

diversification across a broad range of taxa.

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Chapter 6: Temporal evolution of coral reef fishes: global

patterns and disparity in isolated locations Published in Journal of Biogeography 2014 41(11): 2115–2127

6.1 Introduction

Coral reef fishes are exceptionally diverse throughout the world’s tropical oceans. To

understand the foundation of such high biodiversity, and to help predict the response of

contemporary patterns of diversity to future environmental change, we study the distribution of

organisms through space and time. Over the past 150 years, many authors have described

spatial patterns of marine diversity (reviewed by Bellwood et al., 2012; Briggs & Bowen, 2012;

Kulbicki et al., 2013). However, the molecular techniques and analytical tools to assess

distributional patterns through evolutionary time have only been developed recently. These

tools allow us to examine the impacts of differing geological histories on the age structure of

fauna from distinct biogeographical areas, or within isolated locations.

Spatial patterns of diversity are generally described by the delineation of areas with unique

biotas. Biogeographical divisions of marine environments have been based on the concentration

of endemic species (Ekman, 1953; Briggs, 1974; Briggs & Bowen, 2012), shared biotic and

environmental characteristics (Longhurst, 1998; Spalding et al., 2007), or quantitative

assessments of community composition (Floeter et al., 2008; Kulbicki et al., 2013). These

methods have produced varying degrees of division and identified areas that often differ in

boundary placement and scale. However, most workers have recognised the importance of

historical isolation in separating two major biogeographical realms: the Indo-Pacific and the

Atlantic. Each realm has experienced a distinctive history that has shaped its constituent fauna –

from ongoing speciation as part of the expanding biodiversity hotspot that has developed in the

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central Indo-Pacific since the Miocene (Renema et al., 2008; Cowman & Bellwood, 2013a), to

substantial loss of many marine taxa in the Atlantic during a period of faunal turnover in the

Plio-Pleistocene (Bellwood, 1997; O'Dea et al., 2007). Given such different evolutionary

histories, one may expect to find distinct realm-specific temporal patterns in the evolution of

coral reef fishes. My first aim was to investigate these realm-specific patterns.

With increased taxon sampling and increasingly congruent molecular sequence data, I am

also able to evaluate the predictions of the four main models of diversification (Centre of

Origin, Overlap, Accumulation or Survival) used to explain the hotspot of biodiversity in the

central Indo-Pacific [referred to as the Indo-Australian Archipelago (IAA) or Coral Triangle]

(the ‘Centre of’ hypotheses are reviewed briefly in Palumbi, 1997; Barber & Bellwood, 2005;

and in detail in Bellwood et al., 2012). There are two contrasting scenarios. If the IAA were a

Centre of Accumulation or Overlap of species ranges (Gaither & Rocha, 2013), one would

expect to find younger species in peripheral locations outside the IAA. These hypotheses

suggest that species arise in isolated, peripheral locations (such as the island arcs in the West

Pacific) and remain there as endemics until they disperse to the IAA. Conversely, if the IAA

were the Centre of Origin, one would expect to find the youngest species within this region. The

Centre of Survival hypothesis suggests that species can arise anywhere, but they survive better

in the IAA.

If species arise at the same rate across all biogeographical regions, then there should be no

pattern in the distribution of young endemics. But if species arise in proportion to regional

species richness, then most endemics would be located in the IAA. Consequently, the

geographical distribution of young endemics can help evaluate these alternate hypotheses. My

second aim therefore was to examine the extent of peripheral speciation as a mode of

diversification in reef fishes. To specifically examine peripheral locations, I compared the ages

of endemic species from two disparate locations with high coral reef fish endemism, the Red

Sea and the Hawaiian Islands (Allen, 2008). If either location has been a significant area of

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recent species origination, I would expect endemic species to be younger than species in the

larger adjacent regions (the Western Indian and Central Pacific regions, respectively).

To address my aims, I constructed the most comprehensive assemblage of coral reef fish

genera with near-complete taxon sampling to-date, and combined it with available fossil data to

simultaneously infer the phylogeny and estimate divergence times of species from four major

coral reef fish families: Chaetodontidae, Labridae, Pomacanthidae and Epinephelidae. I used

this phylogenetic hypothesis in conjunction with recent distributional data to investigate how

the age structure of coral reef fish species varies in response to differing geological histories

among marine biogeographical areas, and test the predictions of the ‘Centre-of’ hypotheses. My

specific questions were:

1) How old are coral reef fish species and do their ages differ among major marine

realms or regions?

2) Do peripheral, isolated locations of high endemism support greater numbers of young

endemics; are peripheral locations a source of ‘new’ species?

6.2 Materials and Methods

Methods of Data selection and handling and Phylogenetic analysis and age estimation for

this data chapter follow those detailed in Chapter 2: General Methods, section 2.2 Multi-

Family Phylogeny.

Biogeographical analysis

The recent work of Kulbicki et al. (2013) was used to classify species’ distributions by

realm: Indo-Pacific, and Atlantic; by region: Western Indian (WI), Central Indo-Pacific (CIP),

Central Pacific (CP), Eastern Tropical Pacific (ETP), Western Atlantic (WA), and Eastern

Atlantic (EA); and to identify those species with distributions restricted to the Hawaiian Islands

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and the Red Sea. Kulbicki et al. (2013) quantitatively delineated biogeographical patterns based

on species composition. They described the ETP as both a realm and region; however, I

considered it only as a region outside of the Indo-Pacific and Atlantic realms.

Age comparison

Phylogenetic reconstruction is based on a bifurcating process that produces an exponential

distribution of age estimates, I thus log-transformed the data to normalise the distribution. I

used two approaches for defining species age with the aim of comparing ages between realms

and regions. First, I considered the estimated divergence time for all nodes in the phylogeny

subtended by extant species as reflective of species age, excluding fossil calibration and

outgroup species. I refer to this as the full-phylogeny approach where the advantage was

achieving a large sample size for comparison among biogeographical areas. There were several

limitations to this approach including the co-variance of ages shared among sister-species,

which may have a levelling effect on any potential differences in age structure if sister-species

are found in adjacent, or different areas.

Another limitation of the full-phylogeny approach was the impact of missing taxa on the

estimation of species’ ages. Phylogenetic methods are only able to estimate the age of the most

recent common ancestor between two species if both species are present in the analysis.

Therefore, taxa missing from the phylogeny, whether extinct or extant, will cause the ages of

sister taxa to be over-estimated. Genera were selected with the aim of minimising the amount of

missing extant species; however, the proportion of missing extant species in the analysis varied

by genus (Table S6.1, Appendix E). Extinct species will have a greater impact on the age

estimation of older lineages if the rate of extinction through time has remained relatively

constant (Rabosky & Lovette, 2008).

To minimize the effects of missing taxa on species age estimation my second approach

considered only sister-species pairs, excluding monotypic genera. I refer to this as the sister-

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species approach where I assigned estimated divergence times to the species with the smallest

geographical range and did not include its sister in the analysis. This approach eliminated the

levelling effects of co-varying sister-species’ ages and minimized the likelihood of

underestimating the ages of widespread species that may have persisted through successive

peripheral divergence events (i.e. peripheral budding; Chapters 3, 5).

For both approaches, I used bootstrap re-sampling to test whether the mean age of species

from each biogeographical area differed from a random distribution of mean ages. Bootstrap re-

sampling was used because the data did not meet assumptions of independence required by

parametric analyses. Furthermore, the bootstrap analyses could be applied to both age-

estimation approaches. For each realm, region and province I sampled the corresponding

number of species (for all biogeographical areas with more than two constituent species)

randomly without replacement from the full phylogeny and from the full pool of resultant

species following the sister-species approach. I also compared the mean ages of Red Sea and

Hawaiian Island endemic species to corresponding random samples of species restricted to the

WI and CP regions, respectively, to resolve whether endemic species are young relative to non-

endemic species from the same region and thus potentially mark locations of species

origination. Random sampling was repeated 1000 times for each case. I performed a two-tailed

significance test where the observed mean age was considered significantly different from

random if it was outside of the central 95% of the resampled distribution. I repeated the same

randomisations using the mean upper and lower 95% HPD intervals of species age.

Peripheral speciation

To further explore the frequency of peripheral speciation events I fitted a model to the

distribution of untransformed species’ ages across the entire phylogeny and compared it to

models fitted to distributions of untransformed species’ ages for both Red Sea and Hawaiian

Island endemics. All models were fitted to density distributions of 2 Myr intervals. Finally, to

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gain insight into potential processes underlying endemism and establish patterns of

geographical range distribution among peripherally isolated species, I determined whether

endemic species are contemporarily allopatric or sympatric with regard to their respective

sister-species (Barraclough & Vogler, 2000) or clade (using independent contrasts sensu

Felsenstein, 1985). All statistical analyses were performed using R (R Development Core Team,

2011).

6.3 Results

Phylogenetic analysis

See Chapter 5, section 5.2 Phylogenetic Methods of Age Estimation for results of the

multi-family phylogenetic analysis (see also Table S5.1 and Fig. S5.1, Appendix D).

Age comparisons

Species with distributions confined to the Indo-Pacific and Atlantic realms had strikingly

similar mean ages and variances (using both the full-phylogeny and sister-species approach;

Table 6.1 and Fig. 6.1). Mean species age was expectedly younger under the sister-species

approach (2.9 Myr versus 5.4 Myr for species sampled using the full-phylogeny approach), but

with comparably little variability between realms. No significant differences in the mean ages

of species from the Indo-Pacific and Atlantic realms were detected when compared to

distributions of means from 1000 resampled permutations, for both the full-phylogeny and

sister-species approach.

Little variation was detected in mean species age among regions under both approaches

(Table 6.1 and Fig. 6.1). No significant differences in mean species age compared to the

randomly resampled distributions for all six regions using the full-phylogeny approach, and for

all five bootstrapped regions using the sister-species approach were found (note that

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bootstrapping was not performed for the CIP region using the sister-species approach because it

did not have more than two constituent species). Overall, both approaches produced similar

patterns (Table 6.1 and Fig. 6.1). The most notable distinction between the two approaches was

observed in the mean age of widespread species in the Indo-Pacific realm. Under the full-

phylogeny approach, the mean age did not differ significantly from the bootstrapped

distribution, whereas the mean age was significantly older than the central 95% of the

resampled distribution using the sister-species approach. A shift in the age structure of species

in the Atlantic realm was detected along with a slight increase in regional variation of mean

species age using the sister-species approach. In general, the sister-species approach produced

ages 0.6–2.7 Myr younger than the full-phylogeny approach, except for the WA region where

the mean age was 4.1 Myr younger using the sister-species approach.

Species endemic to the Red Sea and Hawaiian Islands had similar mean ages to those

restricted to the WI and CP regions, respectively (Table 6.1). The two oldest species in the WI

region are endemic to the Red Sea (oldest species: Larabicus quadrilineatus; median age: 14.7

Ma; 95% HPD: 7.4–23.8 Ma). However, Hawaiian endemic species did not include the oldest

species in the region. No significant difference in the mean age of species endemic to the Red

Sea or Hawaiian Islands was found when compared to the bootstrapped distributions of species

across the full phylogeny, or compared to the bootstrapped distributions of species restricted to

the corresponding regions. These results persisted under the sister-species approach.

Peripheral speciation

Phylogeny-wide age estimates were randomly distributed under a negative binomial model

(r = 0.2, p = 3.2; n = 293; d.f. = 1, 292; χ2 = 2.72; P = 0.10) (Fig. 6.2). However, Red Sea

endemic species have diverged steadily through time and fit a Poisson model (λ = 1; n = 16; d.f.

= 1, 15; X2 = 0.09; P = 0.76) (Fig. 6.3a), while Hawaiian endemic divergences fit neither a

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Table 6.1 Sample sizes and resulting mean species age for two approaches used to compare the ages of

coral reef fish species between marine biogeographical realms and regions. (a) The full-phylogeny

approach that considered the ages of all extant species, excluding fossil calibration and outgroup species.

(b) The sister-species approach that considered the age of only the species with the smallest geographical

range (per sister-species pair, excluding monotypic genera). Contemporary spatial data were used to

classify species by realm and region, and to identify those species endemic to the Red Sea and Hawaiian

Islands (IUCN, 2011) following the biogeographical delineations of Kulbicki et al. (2013). Regions

included the: Western Indian (WI), Central-Indo Pacific (CIP), Central Pacific (CP), Eastern Tropical

Pacific (ETP), Western Atlantic (WA), and Eastern Atlantic (EA). Numbers in parentheses corresponding

to the WI and CP indicate the number of species from that region endemic to the Red Sea and Hawaiian

Island provinces, respectively. Region-restricted species combined with widespread species (WS) in the

Indo-Pacific and Atlantic realms to give the total number of species for each realm. Bootstrap re-

sampling was performed for all biogeographical areas with more than two constituent species. Asterisks

indicate a significant difference (P < 0.05) in the mean age of species compared to 1000 resampled

permutations.

Mean (Ma) Mean (Ma)

Realm No. Extant Species Age 95% HPD Region No. Extant

Species Age 95% HPD

(a) Full-phylogeny approach

WI 29 (16)

3.9 (4.2)

2.0–6.2 (2.2–6.8)

CIP 6 2.9 1.4–4.9

CP 18 (9)

5.3 (4.8)

2.9–8.6 (2.7–7.4)

Indo-Pacific 204 5.5 3.1–8.4

WS 151 5.9 3.4–9.0 — — — — ETP 22 4.6 2.7–6.9

WA 34 6.3 3.8–9.2 EA 21 5.0 2.6–7.8 Atlantic 57 5.6 3.3–8.5 WS 2 1.9 0.6–3.9

(b) Sister-species approach

WI 15 (9)

2.6 (3.0)

1.1–4.7 (1.2–5.3)

CIP 2 0.5 0.1–1.2

CP 9 (4)

2.6 (1.2)

0.9–4.9 (0.4–2.2)

Indo-Pacific 66 3.0 1.3–5.3

WS 40 3.3* 1.4*–5.9* — — — — ETP 8 2.1 0.9–3.8

WA 10 2.2 0.9–4.0 EA 6 4.4 2.1–7.0 Atlantic 17 2.9 1.3–5.0 WS 1 1.2 0.3–2.4

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Figure 6.1 Biogeographical variation in the ages of coral reef fish species. (a) Map showing two marine

realms, the Indo-Pacific and Atlantic, and the regions within each realm differentiated by colour. Western

Indian (WI) (red), Central Indo-Pacific (CIP) (orange), Central Pacific (CP) (light orange), Eastern

Tropical Pacific (ETP) (green), Western Atlantic (WA) (light blue), and Eastern Atlantic (EA) (dark

blue). Areas follow those outlined by Kulbicki et al. (2013). Two peripherally isolated provinces within

the Indo-Pacific realm, the Hawaiian Islands and the Red Sea, are outlined in black. The map uses a

Behrmann projection. Below the map are the results of age comparisons of coral reef fish species among

marine realms and regions using (b) a full-phylogeny approach, and (c) a sister-species approach. Mean

species age (dark grey horizontal bars) and 95% highest posterior density (HPD) intervals (light grey

shading) are displayed for species in the Indo-Pacific and Atlantic realms as well as for species restricted

to regions (corresponding coloured circles). Black circles indicate mean ages (and corresponding 95%

HPD intervals) of non region-restricted species for both the Indo-Pacific and Atlantic realms.

Corresponding coloured squares represent median species age. Asterisks indicate a significant difference

(P < 0.05) in the mean age of species compared to 1000 resampled permutations. Sample sizes for each

biogeographical area are listed in Table 6.1.

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negative binomial, nor a Poisson model. Instead, the age estimates of Hawaiian endemic species

fit a bimodal distribution with distinct peaks between 0–3 Ma and 8–12 Ma (Fig. 6.3b), which

conforms to a mixture of two normal distributions [D = 20.58; D > 2 required for clear

separation; (Ashman et al., 1994)]. Furthermore, the mean 95% HPD intervals of both peaks do

not overlap (95% HPD early peak: 5.7–13.9 Ma; late peak: 0.4–2.3 Ma) (Fig. 6.4). The

separation of Hawaiian Island endemic species’ divergences is apparent despite ongoing

divergence within the CP throughout this period. It also holds true for multiple species within

genera. For example, two of the three endemic Chaetodon species arose in the late peak

(between 0–3 Ma), while the third endemic Chaetodon species arose in the early peak (between

8–12 Ma) (Fig. 6.4).

Figure 6.2 Frequency distribution of age estimates for coral reef fish species across the entire mulit-

family phylogeny plotted as the proportion of total species (left side) and as a frequency (right side) on

the y-axis. This age distribution fits a negative binomial model (r = 0.2, p = 3.2; n = 293; d.f. = 1, 292; χ2

= 2.72; P = 0.10), represented by the black line.

574941332591 17

Pro

porti

on

Estimated species age (Myr)

MiocenePlioPlt Oligocene Eocene Palaeo0.0

0.1

0.2

0.3

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0.5

Freq

uenc

y

0

23

46

69

92

115

138

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Figure 6.3 Frequency distributions of age estimates for coral reef fish species plotted as the proportion of

total species (left side) and as a frequency (right side) on the y-axis. (a) Species endemic to the Red Sea

(grey bars) fit a Poisson model (λ = 1; n = 16; d.f. = 1, 15; X2 = 0.09; P = 0.76), represented by the black

line; asterisks denote the age distribution of species restricted to the Western Indian region. (b) Species

endemic to the Hawaiian Islands (grey bars) have a bimodal age distribution (Ashman’s D = 20.58);

asterisks denote the age distribution of species restricted to the Central Pacific region.

15131197531Estimated species age (Myr)

Pro

porti

onP

ropo

rtion

MiocenePlioPlt

15131197531Estimated species age (Myr)

MiocenePlioPlt

(a) Red Sea and WI

(b) Hawaiian Islands and CP

0.0

0.1

0.2

0.3

0.4

0.5

0.0

0.1

0.2

0.3

0.4

0.5

Freq

uenc

y

0

2

4

6

8

Freq

uenc

y

0

1

2

3

4

*

*

* *

*

*

*

* * *

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To explore peripheral speciation processes I determined whether species endemic to the

Red Sea and Hawaiian Islands are contemporarily allopatric or sympatric relative to their sister

taxon. Endemics in these two regions differed in the proportion of allopatrically and

sympatrically distributed sister-species (Fig. 6.4). Seven of the nine Hawaiian endemic species

(78%) have allopatric distributions with their sister-species or clade, while the remaining two

species have sympatric distributions (22%). Six of the nine endemic species are sister to a single

species and the remaining three are sister to a clade. Interestingly, both sympatric species are

sister to a clade and were among the early wave of speciation in the Hawaiian Islands (between

8–12 Ma) with an average degree of overlap less than 10%. The average degree of sympatry for

Hawaiian endemic species was 1%, compared to an average of 19% sympatry among species

restricted to the CP region (where four of nine species were sympatric). In contrast, half of the

Red Sea endemic species (eight of 16 species) have allopatric distributions, and half have

sympatric distributions. Of the 16 endemic species, 11 are sister to a single species, and the

remaining five are sister to a clade. Species that are sister to a clade are distributed throughout

the age range of endemic Red Sea species, as are allopatric and sympatric species. The average

degree of sympatry for Red Sea endemics was 23%, similar to the average degree of sympatry

for species in the WI region (19%, eight of 13 species were sympatric), but substantially larger

compared to Hawaiian endemics.

6.4 Discussion

Despite differing geological and evolutionary histories between the Indo-Pacific and

Atlantic biogeographical realms, the results show limited variation in the ages of their

constituent coral reef fish faunas. The CIP and its peripheral regions have all experienced recent

divergence events, with no detectable difference in the mean ages of reef fish species among

regions in the Indo-Pacific. Atlantic regions have also experienced recent divergence events

with mean ages similar to those of the Indo-Pacific. Furthermore, ages of endemic species do

not differ from more widespread species. Therefore, the results do not support the

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indiscriminate use of endemic species as markers of species origination. Interesting patterns of

diversification in isolated locations provide insights into the processes underlying endemism

and peripheral speciation. Specifically, I report notable differences between the Red Sea and

Hawaiian Islands in the timing of divergence events and in patterns of contemporary

geographical distribution of endemic species.

Figure 6.4 Ages of Red Sea and Hawaiian endemic coral reef fish species [circles and squares; 95%

highest posterior density (HPD) intervals indicated by horizontal black lines]. Circles represent endemic

species sister to a single species; squares represent endemic species sister to a clade. White shapes

indicate allopatric endemic species; black shapes indicate sympatric endemic species (i.e. degree of

sympatry above zero). Degree of sympatry was calculated following Barraclough & Vogler (2000) and

using independent contrasts (Felsenstein, 1985) for endemic species sister to a clade. The ages of

Hawaiian endemics conforms to a mixture of two normal distributions according to Ashman’s D statistic

[D = 20.58; D > 2 required for clear separation; (Ashman et al., 1994)]. Dashed vertical lines show the

mean of the two separate periods of divergence and the grey shaded area indicates the mean 95% HPD

intervals, which do not overlap (95% HPD early peak: 5.7–13.9 Ma; late peak: 0.4–2.3 Ma).

Haw

aiia

n Is

land

s

Chaetodon

Thalassoma

Chlorurus

Larabicus

Red

Sea

MiocenePlioPlt

20.015.010.05.00.0

Scarus

Chaetodon

Thalassoma

Chlorurus

Scarus

Anampses

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Age comparisons

The Indo-Pacific and Atlantic realms are undoubtedly characterised by unique assemblages

of coral reef fishes (Briggs & Bowen, 2012; Kulbicki et al., 2013). While some species have

attained circum-tropical distributions, most species are restricted to a particular realm and share

the influence of its historical periods of isolation (Kulbicki et al., 2013). Vicariance events such

as the closure of the Tethys seaway (Steininger & Rögl, 1984) and the rise of the Isthmus of

Panama (Coates & Obando, 1996) have produced diffuse signals of vicariance among reef fish

lineages, while soft hydrological barriers to dispersal can result in tightly concordant vicariant

speciation (Cowman & Bellwood, 2013b). Furthermore, each region has a markedly different

amount of space for reef fishes to occupy, which has varied through time, and may have

influenced the rate of species divergence or extinction (Bellwood & Wainwright, 2002; Renema

et al., 2008). Despite the potential for temporally diffuse or concentrated vicariance events, and

variable habitable area within each realm, few significant differences among the ages of

constituent species were found using two approaches for age comparison. On average, recent

divergence of extant species has occurred throughout the past 1–5 Myr in the Indo-Pacific and

Atlantic realms, suggesting similar timing in the divergence of reef fishes, despite different

geological histories and different contemporary patterns of biodiversity.

Differences between the two approaches in the ages of widespread species in the Indo-

Pacific realm suggest that extinction may have resulted in substantial overestimation of species’

ages using the full-phylogeny approach. While the larger magnitude of change in mean species

age in the WA region, relative to other regions, suggests that extinction may have had the

greatest influence on the ages of extant species in this region. The Atlantic has experienced

substantial loss of marine taxa during a period of faunal turnover in the Plio-Pleistocene

(Bellwood, 1997; O'Dea et al., 2007), which may explain the differences observed when

comparing full-phylogeny and sister-species approaches.

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In the Atlantic, widespread species are young compared to their region-restricted

counterparts. However, I found just two species with distributions spanning the Eastern and

Western Atlantic regions. The low number of widespread species in the Atlantic may be due in

part to the relatively low overall coral reef fish biodiversity of this realm (Bellwood, 1997;

Kulbicki et al., 2013), but it may also indicate that regional spatial structure is an important

characteristic of Atlantic species (Bender et al., 2013). In comparison to the Indo-Pacific, the

Atlantic has fewer centrally located islands available to facilitate range expansion, which may

produce more defined spatial structure among its faunal constituents.

More variation in the ages of reef fishes was detected between regions than among realms,

with younger ages in the CIP compared to the WI and CP. Younger ages of reef fish species in

the CIP, although not significantly different from random permutations, lends some support to

the Centre of Origin or Centre of Survival hypotheses. Recent models of coral reef fish

evolution and dispersal over the last 65 Myr demonstrate that the IAA (located within the

greater CIP region) has played a number of different roles, supporting the accumulation,

survival, origination and export of species (Barber & Bellwood, 2005; Barber, 2009; Halas &

Winterbottom, 2009; Bowen et al., 2013; Cowman & Bellwood, 2013a). More specifically,

models suggest that since the Miocene (23 Ma) the IAA has been characterised by exceptionally

high rates of species origination (Cowman & Bellwood, 2013a). This may explain the slightly

younger species’ ages obtained for the CIP relative to adjacent regions that, according to the

models, were colonized by lineages that originated in the IAA during this time (Cowman &

Bellwood, 2013a).

If vicariance has played a major role in recent species diversification, it would have a

neutralising effect on any potential patterns between vicariant regions when comparing species’

ages using the full-phylogeny approach. For example, the rise of the Isthmus of Panama

produced geminate species pairs with a shared age that are now distributed either side of the

barrier. Therefore, when comparing the ages of species from the WA and the ETP, the ages of

geminate species pairs are considered for both regions and neutralize any differences in age

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structure between them. However, patterns of relative age between realms and regions remained

constant, with the exception of species in the WA region, when such co-variance of ages was

accounted for using the sister-species approach.

The methods employed here considered only extant species and their lineages, and therefore

were not capable of resolving historical evolutionary differences that may have distinguished

biogeographical areas. The applied protocols to maximize sampling of extant species meant that

generic sampling achieved within families was limited and I was not able to resolve deeper

splits in the phylogeny with confidence, precluding an assessment of historical differences

among lineages. Instead, I have focused on recent speciation events because it is unlikely that

many older species have survived to the present day. If older species have survived and also

given rise to other species through time (i.e. peripheral budding; Chapters 3, 5), their true age

may be masked by recent speciation events. Thus, historical signals are largely overwhelmed by

recent speciation. Different geological and evolutionary histories among regions have probably

shaped lineages, but speciation has largely been shaped by events in the past 1–5 Myr.

Peripheral speciation

Endemic species in the Red Sea and Hawaii displayed different age distributions when

compared to each other and to the underlying age distribution of the full phylogeny, suggesting

that distinctive processes of diversification have operated at these peripherally isolated

locations. The topological and chronological hypotheses of Red Sea and Hawaiian endemic

species agree with previous phylogenetic hypotheses for Chaetodon (Fessler & Westneat, 2007;

Bellwood et al., 2010; Craig et al., 2010), Anampses (Chapter 3), Chlorurus (Choat et al.,

2012), Larabicus (Westneat & Alfaro, 2005; Cowman et al., 2009; Kazancıoğlu et al., 2009),

Scarus (Choat et al., 2012), and Thalassoma (Bernardi et al., 2004), offering additional

confidence in the chronogram.

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Red Sea endemics appear to have arisen steadily throughout the past 16 Myr, roughly 10

Myr after the sea first appeared (Bosworth et al., 2005). They include the oldest extant lineage

in the WI region, Larabicus quadrilineatus, which is estimated to have diverged 14.7 Ma,

around the time when the Red Sea was becoming increasingly isolated from the Mediterranean

(Bosworth et al., 2005) and the Arabian hotspot was dwindling (Renema et al., 2008). In the

recent geological past, the Red Sea has experienced volatile changes in temperature and salinity

(Biton et al., 2008). The effects of these environmental fluctuations have reportedly caused

mass extirpation of marine organisms including planktonic foraminifera (Hemleben et al.,

1996). The results, as well as other phylogeographic studies of reef fishes (DiBattista et al.,

2013), suggest that the Red Sea, or the adjacent Gulf of Aden, has sustained coral reef fish

lineages (and presumably coral reefs) throughout these environmental fluctuations. Older

endemic lineages, like L. quadrilineatus, are likely to have survived outside of the Red Sea

during extreme environmental periods and subsequently re-invaded when the Red Sea opened

up to the WI region c. 5 Ma and the environment became suitable for the maintenance of coral

reefs (Siddall et al., 2003; Bosworth et al., 2005). The majority of Red Sea endemics (75% of

those studied herein) diverged after this time. The continuity of the continental shelf to the east

and south of the Red Sea, in combination with its relative close proximity to the IAA, has likely

facilitated the ongoing divergence of lineages throughout the past 16 Myr.

In contrast to the Red Sea, the Hawaiian Archipelago is located in the central Pacific Ocean

and is part of the larger Hawaiian-Emperor seamount chain, a series of volcanic islands and

atolls separated by oceanic channels. The data suggest that colonization of the Hawaiian Islands

has occurred independently for multiple species belonging to the genera Chaetodon, Anampses,

and Thalassoma. This is consistent with previous phylogenetic hypotheses (Bernardi et al.,

2004; Fessler & Westneat, 2007; Craig et al., 2010; Chapter 3). Multiple models of

diversification have likely led to the divergence of Hawaiian endemics including, but not

limited to, successive colonization/division and peripheral budding (Chapter 3). For example,

Craig et al. (2010) proposed that a closely related Chaetodon species complex containing

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Chaetodon punctofasciatus, Chaetodon pelewensis, and Chaetodon multicinctus, originated in

the western Pacific, spread through the South Pacific Islands and finally colonized the Hawaiian

Islands. With the inclusion of the closely related WI species, Chaetodon guttatissimus, I found

that the diversification of species in this clade could fit a successive division or colonization

model, with initial separation between the Indian Ocean and the CIP/CP, followed by separation

between the CIP/CP and the Hawaiian Islands. However, the region of origination of this

lineage remains unclear.

In contrast to the ongoing cladogenesis in the Red Sea, I found evidence for two distinct

waves of divergence among Hawaiian endemics. The two waves of divergence (0–3 Ma and 8–

12 Ma) occurred either side of a broad period of increased primary productivity (Dickens &

Owen, 1999) that coincided with increased cladogenesis for a wide range of taxa in the Indo-

Pacific, including reef fishes, between 3.5 and 9.0 Ma (Renema et al., 2008; Reid et al., 2010;

Cowman & Bellwood, 2013a, b). The first wave coincides with the late Miocene-Pliocene (9–

12 Ma) when deep-water circulation reorganisation occurred as a result of the reduction in

deep-water exchange between the Atlantic and Pacific Oceans through the Panamanian gateway

prior to the emergence of the isthmus (Lyle et al., 1995). These changes in deep-water

circulation caused disruption to large-scale ocean circulation patterns (Butzin et al., 2011).

Further evidence suggests that atmospheric and oceanic circulation intensified about 10 Ma

(Rea & Bloomstine, 1986) and during the glacial periods of the past 1.2 Myr (Hall et al., 2001).

These changes in ocean circulation and intensity may have produced more favourable

conditions that allowed founder populations of reef fishes to reach the Hawaiian Islands and

establish themselves, ultimately leading to the divergence of peripatric populations and the

formation of endemic species.

Different proportions of allopatric and sympatric sister-species among Red Sea and

Hawaiian endemics provides additional support for the operation of distinctive processes of

diversification at these peripherally isolated locations. Red Sea endemics have equal

proportions of allopatrically and sympatrically distributed sister-species, and approximately

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one-third appeared as sister to a clade. Secondary endemism, where a primary endemic gives

rise to one or more subsequent endemics (Rotondo et al., 1981), appears likely to have operated

in the Red Sea province given the sympatric distribution of the well-supported sister-species

pair: Scarus persicus and Scarus ferrugineus, both Red Sea/Persian Gulf endemics (Choat et al.,

2012). The results, in combination with knowledge of the dynamic geological and

environmental past of the Red Sea, suggests that a number of speciation modes may have

operated through time and that both allopatric and sympatric speciation have likely played a

role in generating Red Sea endemics.

While a number of speciation modes may have also led to the diversification of Hawaiian

endemics, the results revealed potential key differences between the two isolated provinces. As

in the Red Sea, one-third of Hawaiian endemic species are sister to a clade. However, allopatric

distributions constitute the bulk (78%) of endemic species’ distributions in the Hawaiian

Islands. With such a low level of sympatry it seems unlikely that either sympatric speciation or

secondary endemism have been important in the evolution of Hawaiian endemic reef fishes.

Rather, allopatric speciation, likely in the form of peripatric speciation, appears to have been the

dominant mode in generating Hawaiian reef fish endemics. The topological relationships and

estimated ages of sympatric endemic species (between 8–12 Ma), combined with the low levels

of average overlap (< 10%), suggest that peripheral budding (sensu Chapters 3, 5) may be a key

model under which Hawaiian endemic reef fishes have diverged.

6.5 Conclusions

Both marine realms and all six biogeographical regions show similar patterns of recent

species divergence. Two peripherally isolated locations with high levels of endemism, the

Hawaiian Islands and the Red Sea, show contrasting patterns. The age structure of Red Sea

endemics is comparable with the larger WI region, with a steady increase in species over the

past 16 Myr. In contrast, the Hawaiian Islands showed two distinct periods of divergence,

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between 0–3 Ma and 8–12 Ma. Spatial distributions of endemic species relative to their closest

sister taxon reveal that allopatric and sympatric speciation are likely important processes in the

divergence of endemic species, with peripatry especially important in the divergence of

Hawaiian Island endemics. Taken together, the differences in age structure and spatial patterns

between Red Sea and Hawaiian Island endemic species point to markedly different processes of

diversification at two peripherally isolated locations.

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Chapter 7: The geography of speciation in coral reef fishes Submitted for publication (2014)

7.1 Introduction

Present-day patterns of biodiversity result from evolutionary processes of genetic

divergence, speciation, range-size transformation and extinction. The influence of geography on

these processes has intrigued biologists and biogeographers for centuries (Darwin, 1859; Mayr,

1954). Geographical areas of concentrated diversity, or biodiversity hotspots, provide ideal

opportunities to study evolutionary history and examine the role of geography in speciation. In

the marine realm, a prominent biodiversity hotspot, often referred to as the Coral Triangle, is

found in the central Indo-Pacific (Rosen, 1984; Hoeksema, 2007). The area is a hotspot of

diversity for many marine organisms including plants, invertebrates, and coastal reef-associated

fishes (reviewed in Hoeksema, 2007; Renema et al., 2008; Bellwood et al., 2012). Of the

organisms aligned with this hotspot, the reef fishes are exceptionally diverse with well-

described, interesting distributional patterns.

Many researchers have evaluated the influence of geography on the divergence of ancestral

reef fish lineages (Renema et al., 2008; Cowman & Bellwood, 2013a, b) and the foundations of

reef fish biodiversity are generally well established (Bellwood et al., 2012). Studies of

population connectivity have also illuminated the role of geography in producing and

preserving genetic diversity within species (reviewed in Carpenter et al., 2011; Bowen et al.,

2013). Yet, comparatively little is known about the role of geography in generating and

maintaining diversity at the species level (but see Rocha & Bowen, 2008; Gaither & Rocha,

2013). Because the diversity of life is most often described using species as the focal unit, it is

critically important to establish key factors that influence the diversity of species and the

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processes by which they diverge. Our ability to predict patterns that may result from global

environmental change crucially hinges on this knowledge.

Uncertainty surrounding sister-species relationships and their associated timing of

divergence is a fundamental reason why the geography of speciation is not yet fully understood.

Without these two key pieces of information, it is difficult to eliminate the importance of past

geological and geographical events in generating and maintaining new species. Traditionally,

sister-species have been defined based on morphological characteristics, including differences

in colour patterns and morphometrics. However, inter-specific relationships are not always as

clear as morphology or colour patterns suggest (Gaither et al., 2014). Molecular phylogenetics

has proved to be a useful tool in establishing sister relationships among taxa; although,

phylogenetic methods require complete sampling of all or most extant, nominal taxa to establish

robust sister relationships (Barraclough & Nee, 2001). Few phylogenies exist for reef fishes

with such complete sampling at the species level (but see Klanten et al., 2004; Bernardi et al.,

2008; Rocha et al., 2008; Crow et al., 2010; Chapters 3, 4 for examples).

Fortunately, molecular data are becoming increasingly available and it is now possible to

evaluate the geography of speciation in reef fishes using a newly constructed phylogenetic

hypothesis that incorporates genera with near-complete sampling of extant, nominal species

across four major reef fish families: Chaetodontidae, Labridae, Pomacanthidae and

Epinephelidae (methods detailed in Chapter 2). The aim of this chapter is to combine robust

sister-species relationships from these phylogenies with precise data detailing species

geographical distributions to investigate the geography of recent speciation events and identify

areas that are important in the generation and maintenance of coral reef fish diversity.

The Central Indo-Pacific (CIP) is a broad area (approximately 90°–165° E) that was

recently quantified as a biogeographical region based on faunal similarity among reef fishes

(Kulbicki et al., 2013). The CIP contains a long-recognised biodiversity hotspot that has been

ascribed various names and delineations dependent upon diversity patterns of different

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organismal groups and different methods of assessing diversity (Bellwood et al., 2012; Briggs

& Bowen, 2013). Most of the delineations generally describe the area bounded by the

Philippines, the Malaysian Peninsula and New Guinea, with designations including the Coral

Triangle (Allen, 2008; Veron et al., 2009), among others (reviewed in Hoeksema, 2007). The

Indo-Australian Archipelago (IAA) (Bellwood & Hughes, 2001; Renema et al., 2008),

however, encompasses a larger area that is inclusive of the majority of the other delineated

areas, but extends considerably north and south (approximately 90°–160° E, and 10° S–15° N;

Connolly et al., 2003). To consider the largest range of potential processes and factors that

could explain the high level of species richness within the hotspot, this work uses the CIP

region to describe its general location.

Multiple hypotheses have been put forth to explain the bull’s-eye pattern of biodiversity in

the CIP (reviewed in Bellwood et al., 2012). Together, they are often referred to as the ‘Centre

of’ hypotheses. They include the Centre of: (1) Origin, (2) Accumulation, (3) Survival, and (4)

Overlap. Each hypothesis explicitly predicts the evolutionary processes responsible for the

concentration of species richness in the CIP. The Centre of Origin hypothesis, initially proposed

by Ekman (1953) and expanded upon by others (Potts, 1985; Briggs, 1999), asserts that species

originate in the CIP and radiate outward. Species origination is thought to be driven by the

geological complexity of the region, its dynamic history, and the heterogeneous nature of its

environments (McManus, 1985; Hoeksema, 2007; Rocha & Bowen, 2008). The Centre of

Accumulation hypothesis contrasts with the aforementioned by proposing speciation in

locations peripheral to the hotspot and subsequent accumulation of species via inward range

movements (Ladd, 1960) or tectonic collisions (Rosen, 1984). The Centre of Survival

hypothesis places less emphasis on the location of species origination and instead, emphasizes

the CIP as an area of increased species survival (Heck & McCoy, 1978; Barber & Bellwood,

2005). As a consequence, areas outside of the CIP are predicted to have higher rates of

extinction (Potts, 1985; Paulay, 1990; Bellwood & Hughes, 2001). Finally, the Centre of

Overlap hypothesis arose from the recognition of congruent biogeographical boundaries

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separating closely related taxa (Woodland, 1986; Blum, 1989; Wallace et al., 2000). This

hypothesis argues that distinctive Indian and Pacific Ocean faunas overlap in the CIP, creating

local species enrichment. It invokes changes in sea level and the formation of land barriers as

isolating mechanisms. Importantly, the Centre of Overlap hypothesis predicts distributional

overlap among sister-species within the CIP as a result of secondary contact following periods

of isolation. This differs from the Centre of Accumulation hypothesis, which makes no

predictions about distributional relationships among sister-species.

Testing these hypotheses has proved difficult because in many cases they make identical

biogeographical predictions (Pandolfi, 1992), although they need not be mutually exclusive.

Biogeographical modelling has shown that the CIP has acted sequentially and simultaneously as

a centre of accumulation, survival, and origin of reef fish lineages throughout evolutionary

history (Cowman & Bellwood, 2013a). Equipped with a phylogenetic hypothesis detailing the

evolutionary history of reef fish species, it is now possible to explore factors that have shaped

patterns of total species richness in different biogeographical areas, including the CIP. One

approach is through an evaluation of sister-species and their corresponding biogeographical

distributions.

Sister-species may be either sympatric (i.e. their geographical distributions have some

degree of overlap) or allopatric. If the distributional overlap of sympatric sister-species were

concentrated in the CIP this would support the Centre of Overlap or Centre of Origin

hypotheses. Similarly, if allopatric sister-species have shared vicariant signals associated with

previously described biogeographical barriers in the CIP, this would lend further support to the

suggestion that Pacific and Indian Ocean reef fishes were isolated as a consequence of divisions

within the CIP. The biogeographical analysis of sister-species will therefore enable the

identification of areas important in the generation and maintenance of modern coral reef fish

biodiversity.

Specifically, this study addressed the following questions:

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1) What is the geographical pattern of overlap among sympatric sister-species? and

2) What is the relative importance of previously described biogeographical barriers in

the divergence of contemporary reef fish species?

7.2 Materials and Methods

Methods of Data selection and handling and Phylogenetic analysis and age estimation for

this data chapter follow those detailed in Chapter 2: General Methods, section 2.2 Multi-

Family Phylogeny.

Biogeographical analysis

Sister-species distributions were classified as either contemporarily allopatric with non-

overlapping distributions (degree of sympatry = 0), or sympatric with some amount of

distributional overlap (degree of sympatry > 0). Degree of sympatry was calculated following

Barraclough and Vogler (2000), where the area of overlap was divided by the smallest range

area between two sister-species. This value extends from zero to one, with increasing values

signifying increasing overlap. Overlapping areas were mapped for all sympatric sister-species

pairs by intersecting their distributional areas and isolating all areas of overlap using GRASS

(GRASS Development Team, 2011) and QGIS (QGIS Development Team, 2012) (Fig. 7.1a). A

heat-map was created using the isolated areas to show locations of concentrated overlap.

Isolated areas of overlap were also grouped according to the quantitatively delineated

biogeographical areas defined by Kulbicki et al. (2013). These included the Indo-Pacific and

Atlantic realms, and the Western Indian (WI), Central Indo-Pacific (CIP), Central Pacific (CP),

Eastern Tropical Pacific (ETP), Western Atlantic (WA), and Eastern Atlantic (EA) regions.

Bootstrap re-sampling was performed in R (R Development Core Team, 2011) to test whether

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the mean degree of sympatry for species with overlapping distributions in different

biogeographical areas differed from random distributions of mean values. For each realm and

region, the corresponding number of overlapping sister-species pairs was sampled randomly

without replacement from the full set of sympatric sister-species pairs (for all biogeographical

areas with more than two constituent overlapping areas).

The nearest linear distance separating allopatric sister-species’ distributions was also

calculated and mapped. The line was then rotated 90 degrees and mapped as an indication of the

location of vicariance between the allopatric sister-species (Fig. 7.1b). Hereafter these lines are

referred to as splits. Splits were compared to previously described biogeographical barriers

(Bellwood & Wainwright, 2002; Rocha et al., 2007; Floeter et al., 2008; Luiz et al., 2012) to

identify locations important in recent vicariance events. Only those previously described

barriers with three or more corresponding splits were considered for further analysis. All maps

were created using a Behrmann projection.

Distributional symmetry was also calculated for all sister-species pairs (allopatric and

sympatric) as the smallest distribution divided by the sum of the two sister-species’

distributions (Barraclough & Vogler, 2000). This value ranges from zero to 0.5, with increasing

values signifying increasing distributional symmetry. Further bootstrapping was used to test

whether the mean degree of distributional symmetry among allopatric and sympatric sister-

species differed from random distributions of mean values generated from the full pool of

sister-species, and from the respective pools of allopatric and sympatric sister-species.

Symmetry values for sympatric sister-species were grouped by biogeographical region (as in the

previous bootstrap analysis of sympatry), while symmetry values for allopatric sister-species

were classified based on common areas of vicariance. Random sampling was repeated 1000

times for each case. A two-tailed significance test was performed where the observed mean was

considered significantly different from random if it was outside of the central 95% of the

resampled distribution.

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Figure 7.1 Schematic showing how overlap and vicariance were mapped for sister-species pairs. (a)

Sister-species with a degree of overlap greater than zero were considered sympatric (species S1 and S2).

Degree of overlap was calculated following Barraclough and Vogler (2000), where the area of overlap

(shaded grey) was divided by the smallest range area between the two sister-species. This value extends

from zero to one, with increasing values signifying increasing overlap. Overlapping areas were mapped

for all sympatric sister-species pairs by intersecting their distributional areas and isolating all areas of

overlap. A heatmap was created using these isolated areas to show locations of concentrated overlap. (b)

The nearest linear distance separating allopatric sister-species’ distributions (S3 and S4) was calculated

and mapped as a straight line (black). The line was rotated 90 degrees (grey) and mapped as an indication

of the location of vicariance between the two sister-species. Grey lines were assessed for commonness

among themselves and among known biogeographical barriers to determine locations important in recent

vicariance events.

7.3 Results

Phylogenetic analysis

See Chapter 5, section 5.2 Phylogenetic Methods of Age Estimation for results of the

multi-family phylogenetic analysis (see also Table S5.1 and Fig. S5.1, Appendix D). The

resultant chronogram contained 93 pairs of sister-species, excluding monotypic, fossil

calibration, and outgroup taxa. Thirty-three sister-pairs had allopatric distributions and the

remaining 60 sister-pairs were sympatric.

S3

S1

(a) (b)

S4

S2

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Vicariance

Multiple splits between allopatric sister-species corresponded to six distinct

biogeographical barriers (Fig. 7.2a, b). These included the Amazon and Orinoco barriers,

Isthmus of Panama (IOP), Hawaiian Archipelago, Indo-Pacific, and a previously unnamed

barrier I term the Mid-Indian Ocean Barrier (MIOB; f in Fig. 7.2a, b). In total, splits at these

barriers accounted for ~61% of all allopatric sister-species. The remaining splits (n = 13) did

not show congruence and often did not align with previously described barriers (Fig. S7.1,

Appendix F). The area of likely vicariance was ambiguous for most of these remaining splits

because the distance between their sister-species distributions was large enough to span

multiple biogeographical barriers. However, some of the remaining splits did solely correspond

to previously described biogeographical barriers, including: II, n, o, and q (see Fig. 7.2a for

location of previously described barriers, remaining splits mapped in Fig. S7.1, Appendix F).

Allopatric sister-species (n = 33) had significantly lower than expected distributional

symmetry compared to the bootstrapped distribution of mean values drawn from all sister-

species pairs. This appeared to be driven largely by sister-species that occur either side of the

MIOB, as these were the only pairs that showed significantly less than expected distributional

symmetry when compared to random sampling from the pool of allopatric sister-species (Fig.

7.2c). Sister-species either side of the Hawaiian Archipelago biogeographical barrier had

similarly low distributional symmetry; however, they were fewer in number and not

significantly different from the bootstrapped distribution of mean values.

Sympatry

The concentration of overlap among sympatric sister-species forms a striking pattern. The

highest concentration of overlap was found in the CIP region in an area concordant with the

biodiversity hotspot (Fig. 7.3a, b). The concentration of overlap declines markedly in all

outward directions in a similar manner to the concentration of biodiversity. The CIP region also

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contained the largest number of overlapping distributions restricted to a single region (15 of

39), followed by the WI region with seven. However, most distributional overlap was not

restricted to any one biogeographical region, but spanned the Indo-Pacific realm. Sister-species

pairs with realm-wide overlap had significantly greater than expected distributional overlap and

symmetry compared to the full pool of sympatric sister-species (Fig. 7.3c). Sister-species pairs

with overlapping distributions in the Atlantic regions were similar in their comparatively high

degree of sympatry (significantly greater than expected in the WA) and distributional symmetry

(significantly greater than expected in the EA). In contrast, sister-species with overlapping

distributions in the CIP had significantly lower than expected distributional overlap and

symmetry (Fig. 7.3c). The WI region also showed significantly low distributional symmetry and

a similarly low degree of sympatry, although, the latter was not significantly different from the

bootstrapped distribution.

Overall, distributional symmetry among sympatric sister-species (n = 60) was significantly

higher than the bootstrapped distribution of mean values drawn from all sister-species pairs.

Sympatric sister-species with a high degree of sympatry generally also had high distributional

symmetry and vice versa.

7.4 Discussion

The present study identified important areas of common overlap and vicariance for sister-

species pairs of coral reef fishes. This information is consistent with suggestions that

biogeographical boundaries have played an important role in creating and maintaining patterns

of extant species diversity. A high concentration of sympatric distributions restricted to the CIP

region and concordant with hotspot of biodiversity suggests that this area may harbour

sufficiently complex environments to facilitate reproductive isolation that allow closely related

species to co-occur. However, the significantly lower than expected degree of sympatry among

sister-species in this region suggests that it may, more frequently, be an area of secondary

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Figure 7.2 Patterns of vicariance among sister-species of coral reef fishes. (a) Previously described

biogeographical barriers used to assess splits obtained from mapping the nearest linear distance between

allopatric sister-species (figure modified after Bellwood & Wainwright, 2002; Rocha et al., 2007; Floeter

et al., 2008; Luiz et al., 2012). (b) Three or more concordant splits between allopatric sister-species are

mapped as coloured lines in relation to corresponding biogeographical barriers. Colours corresponded to

six distinct biogeographical barriers including the: Mid Indian Ocean (f, red lines), Indo-Pacific (g,

yellow lines), Hawaiian Archipelago (m, green lines), Isthmus of Panama (III, orange line), and the

Amazon and Orinoco (b and a, blue lines) barriers. The remaining allopatric splits (n = 13) are shown in

Figure S7.1, Appendix F. (c) Average degree of distributional symmetry for allopatric sister-species that

occur either side of each biogeographical barrier shown in part (b). The average degree of symmetry for

allopatric splits mapped in Figure S7.1, Appendix F were grouped and plotted as ‘other’. Bootstrapping

was used to test whether the mean degree of distributional symmetry differed from random distributions

of mean values drawn from the full pool of allopatric sister-species. Asterisks denote significant values.

contact between species that primarily occupy adjacent ocean basins. It thus appears to act more

as a Centre of Overlap (and accumulation and survival) than a Centre of Origin for recently

diverged species. Interestingly, allopatric sister-species that were separated by the Indo-Pacific

biogeographical barrier showed similarly low levels of distributional symmetry compared to

sympatric sister-species in the CIP. The WI region and the MIOB were also associated with

highly asymmetrical sister-species pairs, be they allopatric or sympatric, suggesting that these

areas might be important in peripatric speciation. The most prominent vicariant barrier,

however, seems to lie outside of the IAA prompting a re-evaluation of the factors that may

influence the nature and strength of the MIOB in separating reef fish species.

Vicariance

Of the three major biogeographical barriers, and 17 other previously described barriers, the

results of this biogeographical analysis highlight the influence of six barriers on recent reef fish

divergence. These include one of the three major barriers, the IOP, and five soft barriers, the:

MIOB, Indo-Pacific, Hawaiian Archipelago, and the Amazon and Orinoco barriers (Fig 7.2b).

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Figure 7.3 Patterns of sympatry among sister-species of coral reef fishes. (a) Heatmap showing the

concentration of overlap among sympatric sister-species. Biogeographical areas are outlined following

Kulbicki et al. (2013) and included the Atlantic and Indo-Pacific realms; and the Western Indian (WI),

Central Indo-Pacific (CIP), Central Pacific (CP), Eastern Tropical Pacific (ETP), Western Atlantic (WA),

and Eastern Atlantic (EA) regions. (b) Enlarged view of the CIP region showing the highest

concentration of overlapping areas. (c) Average degree of sympatry and distributional symmetry for

sympatric sister-species with overlapping distributions restricted to different regions. Those sister-species

with overlapping distributions not restricted to a particular region were grouped by realm. Bootstrap re-

sampling was used to test whether the mean degree of sympatry and the mean degree of distributional

symmetry differed from random distributions of mean values drawn from the full pool of sympatric

sister-species. Asterisks denote significant values.

Despite the repeated significance of the Terminal Tethyan Event (TTE; ‘I’ in Fig. 7.2a) and the

East Pacific Barrier (EPB; ‘II’ in Fig. 7.2a) in the evolution and biogeography of marine

organisms, including reef fishes (Bellwood et al., 2004; Bernardi et al., 2004; Lessios &

Robertson, 2006; Bellwood et al., 2010; Cowman & Bellwood, 2013b; Chapter 4), these

barriers did not appear to play a major role in the vicariance of recently diverged extant species.

The timing of the TTE [12–18 Ma (Steininger & Rögl, 1984)] places its influence much deeper

in the evolutionary history of reef fishes and away from vicariance of contemporary species

whose ages typically range between 1 and 5 Ma (Chapter 6). Consequently, the influence of the

TTE was in dividing genera and major clades of reef fishes and its lack of influence on the

divergence of present-day species was not surprising.

Unlike the TTE and IOP, the EPB does not have an associated specific time during which it

is expected to have influenced vicariance. Rather than hard, physical landmasses to impede

dispersal, the EPB consists of a large area of deep water (~5000 km) separating the tropical

eastern Pacific from the central Pacific Ocean. It is considered to be the widest marine

biogeographical barrier. Yet, this vast expanse of ocean had little apparent impact on vicariance

of extant species, with only one split solely associated with this barrier (Fig. S7.1, Appendix F).

Because of its soft nature, the EPB is semipermeable and acts as a filter to dispersal and genetic

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connectivity in a largely unidirectional manner from west to east (Lessios et al., 1998; Lessios

& Robertson, 2006). Thus, it primarily creates geographical range boundaries for some species

and populations, but not in a way that consistently produces isolated populations on either side

that would eventually lead to vicariant species. If populations do become isolated in such a way

that may lead to vicariance, those to the east of the barrier are isolated in a region with

comparatively low species richness (Kulbicki et al., 2013), suggesting that the survival of a

species in this region may be more difficult, or that the dispersion of fauna from the CP has

been sporadic.

The IOP is the most recent hard barrier to have separated populations of marine organisms,

and the timing of its rise [3.1–16 Ma (Coates & Obando, 1996)] falls within the range of extant

reef fish species divergence (Chapter 6). The IOP has been implicated in clade divergence for a

number of reef fish genera (Barber & Bellwood, 2005; Alva-Campbell et al., 2010; Chapter 4).

Thus, the detection of a vicariant signal across this barrier was not unexpected. However,

considering this is a hard barrier to dispersal, the strength of its vicariant signal was surprisingly

weak relative to other soft barriers. This may be the result of subsequent events. Previous

studies of deeper phylogenetic lineages of reef fishes have shown that hard barriers, including

the IOP, can produce temporally diffuse vicariance (Cowman & Bellwood, 2013b). If

subsequent species divergence within the Atlantic or ETP occurred after geminate species pairs

were separated by the land bridge, the present analysis of sister-species pairs would not detect

the IOP as a vicariant barrier. Thus, it appears that although the IOP has influenced extant

species diversity, given the timing and duration of its rise, it likely had a greater impact on the

divergence of clades within reef fish genera than on recent species divisions.

Of the 17 other previously identified biogeographical barriers (Bellwood & Wainwright,

2002; Rocha et al., 2007; Floeter et al., 2008; Luiz et al., 2012), five were concordant with

vicariance between sister-species in the present study. The most prominent barrier detected

herein separates the WI region from the CIP region. It is one of the least discussed barriers in

the literature. The Mid-Indian Ocean Barrier (MIOB) offers few indications of the physical

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forces underlying vicariance in this location, but it is clear from the results herein, and the work

of others (Winterbottom, 1986; Springer, 1988; Blum, 1989; Springer & Williams, 1994;

Randall, 1998), that it is important in separating sister-species.

The northward movement of the Indian sub-continent has been suggested as the

establishing mechanism underlying the MIOB (Springer, 1988). This movement may have

caused vicariance among ancient lineages of reef fishes, but as noted by Briggs (1989), it was

unlikely to have influenced separation at the species level. Based on the age estimates now

available for contemporary reef fish species (1–5 Ma; Chapter 6), it is conclusive that the

movement of the Indian continent between 50 and 148 Ma cannot explain vicariance among

recently diverged species. What, then, drives the separation of sister-species at this location?

Previous studies have noted that India’s continental shelf areas are largely devoid of coral

reefs (Springer, 1988; Bakus et al., 2000). The scarcity of reefs in this region is generally

attributed to its inhospitable nature as a result of extensive sandy coasts, numerous river deltas

and consequent freshwater plumes that decrease salinity and generate intense siltation

(Springer, 1988; Bakus et al., 2000). It follows that coral reef fishes may also be inhibited by

these same physical factors (Vivekanandan et al., 2012), or are generally scarcer due to the lack

of suitable habitat. Any of these environmental factors may cause a barrier to the dispersal and

genetic connectivity of reef fishes. However, it is proposed herein that the physical

consequences of large sediment loads may be primarily responsible for the strength of this

biogeographical barrier.

The Ganges-Brahmaputra-Megna River delta spans approximately 350 km, discharging into

the Bay of Bengal and contains an unusually high amount of sediment compared to other major

rivers of the world (Curray et al., 2003). A large portion of the sediments are derived from the

fast-eroding Himalaya and have formed an extensive alluvial plain, a large delta system and the

largest submarine fan in the world, the Bengal Fan (Singh, 2008). The Bengal Fan was formed

by turbidity currents where sediment-laden water moves rapidly down a slope because of its

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higher density relative to the surrounding water. These currents can move exceptionally fast and

velocity estimates for turbidity currents in the Bengal Fan range from 4–10 m/s (Curray et al.,

2003). Current speeds of this nature could easily sweep away any viable marine larvae that

happened to be caught at the surface, in the vicinity of discharge onto the continental shelf.

Thus, if a propagule managed to survive the generally inhospitable nature of the water due to

low salinity and high sediment content, it would likely not survive being swept to depth in a

turbidity current. The influence of turbidity currents as a barrier to dispersal may be exacerbated

if the pelagic larval phase of newly spawned reef fishes coincides with the expansion of the

river plume during warmer monsoonal months.

Sedimentary analysis of the Bengal Fan traced the first deposition of sediments to the early

Eocene; around the time the Indian continent collided with Asia (Curray et al., 2003). The same

study also revealed that the fan is still active and received large volumes of sediment during

periods of lowered sea level in the Pleistocene (Curray et al., 2003), a time when many extant

reef fish species were diverging (Chapter 6) and taxa in the CIP were expanding into the Indian

Ocean (Cowman & Bellwood, 2013a). Most of the splits between sister-species detected in the

present study span the Arabian Sea, Bay of Bengal and the Andaman Sea, encompassing the

entire coastline of India. Therefore, it may be inappropriate to attribute the vast distance

between sister-species solely to turbidity currents on India’s far eastern coast. Rather, there may

be a number of barriers acting independently, or in concert, that contribute to this vicariance.

Interestingly, the Indus River, which flows through Pakistan, India and China and drains

into the Arabian Sea over an area of approximately 210 km, is also one of the most sediment-

laden river deltas on earth. Like the Ganges, the Indus now derives the bulk of its sediment load

from the Himalaya, and has formed an associated submarine fan (Clift & Blusztajn, 2005).

However, approximately five million years ago major rivers of the Punjab rerouted into the

Indus, increasing its drainage and erosional products from the Himalaya (Clift & Blusztajn,

2005). Around the same time (over the past 4 Myr), the Himalaya have experienced faster

erosion as a result of a stronger monsoon (Zhisheng et al., 2001). Turbidity currents in these

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two sediment-laden river systems, in combination with the increased strength of the monsoon

over the past 4 Myr may have underpinned the strength and magnitude of this biogeographical

barrier.

Symmetry between allopatric sister-species across the MIOB was among the lowest

detected. The barrier between the CP and the Hawaiian Archipelago had similarly low

symmetry among its fewer allopatric sister-pairs. The boundary separating the Hawaiian

Archipelago is likely to be maintained by the relative isolation of the islands compared to the

bulk of reef fish and coral diversity in the CIP (Chapter 6, Randall, 1998; Allen, 2008; Gaither

et al., 2011b). However, the boundary is dynamic and has been breached, with founder events

that can lead to peripatric speciation (Hourigan & Reese, 1987; Jokiel, 1987; Kay & Palumbi,

1987; Chapters 3, 6). Asymmetry in the distributions of species that inhabit the Hawaiian

Islands and the WI region, to the west of the MIOB, suggests that both areas are likely

important locations for peripheral speciation, but with differing temporal patterns of divergence

(Chapter 6). Neither of these areas, however, exclusively receive peripatric species because

genetic connectivity and dispersal also occurs from the Hawaiian Islands toward the CIP (Eble

et al., 2011) and from the isolated Red Sea province toward the larger WI region (DiBattista et

al., 2013).

The second most prominent vicariance signal was detected in the CIP. Barrier ‘g’, as it

appears in Figure 7.2, was first delineated in Blum’s study of closely related chaetodontid

species (1989). Later, Bellwood and Wainwright (2002) included this barrier in their discussion

of the history and biogeography of reef fishes, but without referring to it by a particular name.

Rocha et al. (2007) also identified a barrier in this location and referred to it as the Sunda Shelf

barrier based on the work of Randall (1998). However, a plethora of other barriers have also

been described within the broad CIP region including the Sunda shelf (Fleminger, 1986;

Woodland, 1986; Springer, 1988; Springer & Williams, 1994; Barber et al., 2000; Reid et al.,

2006). The area encompassing these barriers is often referred to generally as Wallacea (Mayr,

1944), and division in the area is attributed to the Indo-Pacific Barrier (Briggs, 1974; Gaither et

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al., 2010). Barrier ‘g’ stands apart from these barriers in that it lies not within the biodiversity

hotspot (regardless of its designation), but along its western boundary with the Indian Ocean. It

may therefore be regarded as the Sunda Margin Barrier, reflecting the Sunda affinities

highlighted by Rocha et al. (2007), but emphasising its marginal location, a position which

points to different, and potentially older, biogeographical influences than those that supported

vicariance within the broader IAA and Sunda Shelf regions.

Despite the array of described barriers within the CIP, the majority of their associated

vicariance has been attributed to Plio-Pleistocene changes in sea level (reviewed in Hoeksema,

2007; Carpenter et al., 2011; Bellwood et al., 2012). Others have identified the northern

movement of Australia [over the past 120 Ma; (Hall, 1998)] (Woodland, 1986), or regional

tectonic activity (c. 8–16 Ma) that changed surface circulation patterns in the Indian and Pacific

Oceans (Springer & Williams, 1994) as potential causes of vicariance within the CIP. However,

these events are more likely to have influenced vicariance among ancient lineages of reef fishes.

The ages of extant reef fish species (1–5 Ma; Chapter 6) suggest that recent events, such as sea

level changes, may provide a more plausible explanation for extant species-level vicariance.

Barriers between sister-species mainly track the boundary between the Sunda and Sahul

shelves and the Indian Plate. These shelves formed hard barriers during periods of lowered sea

level and potentially restricted all but the most resilient species to their respective oceans

(Bowen et al., 2001; Horne et al., 2008; Gaither et al., 2010; Reece et al., 2010). Recent sea-

level oscillation has also been implicated in intra-specific genetic isolation (Bay et al., 2004;

Klanten et al., 2007; Horne et al., 2008; Leray et al., 2010; Gaither et al., 2011a), which

signifies a degree of vicariance that may lead to geminate species. However, the oscillating

nature of sea level also allows for the overlap of adjacent Indian and Pacific Ocean faunas

(Rocha et al., 2007; Briggs & Bowen, 2013). Evidence for this is discussed below in the

subsection Sympatry. Overall, it seems that the Sunda Margin Barrier (‘g’) has potentially

operated across ecological and evolutionary time scales, with the divergence of extant reef fish

species likely caused by events in the recent past.

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In the Atlantic, the vicariant signal detected between allopatric sister-species lies between

two previously defined barriers, the Amazon and Orinoco river outflows (b and a, respectively

in Figure 7.2) (Blum, 1989; Hastings & Springer, 1994; Bellwood & Wainwright, 2002). This is

consistent with recent studies, which have shown the freshwater outflows from the Amazon and

Orinoco rivers act as a joint barrier to dispersal spanning 2300 km of the South American

coastline (Rocha, 2003; Floeter et al., 2008; Luiz et al., 2012). The results of the sister-species

analysis expand on the work of others in suggesting that the Amazon-Orinoco barrier has acted

as a filter to dispersal between the north and south-western Atlantic throughout its 11 Myr

history (Hoorn et al., 1995), influencing vicariance between species. This may be particularly

important during periods of low sea level (Kaneps, 1979; Rocha, 2003; Robertson et al., 2006).

However, at times the barrier also allows mixing between populations in the north and south

(Floeter et al., 2008; Rocha et al., 2008). Furthermore, the barrier may impact species

differently depending on their life history characteristics (Rocha et al., 2002).

Overall, vicariance between coral reef fish sister-species has resulted from biogeographical

barriers that have acted at some time over the past 5 Myr. Most of these barriers act as filters to

dispersal, with only one hard barrier having caused detectable vicariance between sister-species.

The permeability and dynamic nature of soft barriers, in combination with founder events have

likely facilitated the majority of vicariance among sister-species leading to the complex patterns

of biodiversity observed today.

Sympatry

For coral reef fishes, the concentrated area of overlap among sympatric sister-species bears

remarkable resemblance to the hotspot of reef fish biodiversity (Allen, 2008), forming a striking

bull’s-eye pattern with the highest concentration of overlap within the CIP and marked decline

in all outward directions. This lends strong support to the Centre of Overlap model that predicts

range expansion of isolated Pacific and Indian Ocean faunas following sea-level rise and

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subsequent overlap of sister-species within the CIP (Woodland, 1983). However, it may also be

possible for the CIP region to have attained the highest concentration of overlap due to its

position in the middle of three bounded Indo-Pacific regions (Connolly et al., 2003), or because

of the extent of coral reef habitat in the area (Bellwood & Hughes, 2001; Bellwood et al.,

2005), which would facilitate rapid expansion and overlap of ranges. Additionally, if overlap

among sister-species is not largely restricted to the CIP, or if sister-species have widely

overlapping distributions, this may further diminish support for the Centre of Overlap model.

However, the CIP contained the largest number of overlapping distributions restricted to a

single biogeographical region, and these sister-species had significantly less than expected

distributional overlap. This evidence, considered together with corresponding patterns of

vicariance associated with the Sunda Margin Barrier, further highlights the importance of the

CIP as an area of evolutionary dynamism where the separation of Indian and Pacific Ocean

faunas and their subsequent range expansion has led to increased species overlap and higher

regional biodiversity.

The average age of reef fish species, from 1 to 5 Ma (Chapter 6), suggests that tectonic

rearrangements in the Miocene (cf. Renema et al., 2008) need not be invoked as the mechanism

of isolation responsible for separating extant Indian and Pacific Ocean reef fish species in the

CIP (cf. Rocha & Bowen, 2008; Gaither & Rocha, 2013), although geological events of this

nature likely contributed to some vicariance among reef fish lineages. Species diversification is

temporally concordant with the initial suggestion proposed by Woodland (1983) that

Pleistocene low sea level stands may have led to the isolation of populations in the adjacent

ocean basins. The detection of a vicariant signal among allopatric sister-species across the

Sunda Margin Barrier lends further support to the notion that the Sunda and Sahul shelves

influenced species divergence as land barriers during low sea level stands.

Distributional asymmetry between sister-pairs whose overlap was restricted to the CIP

region also supports the Centre of Overlap and Accumulation models. Such distributional

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patterns may have arisen from the expansion of Pacific or Indian Ocean species into the CIP

region whereby vicariance may have caused peripheral divergence and produced sister-pairs

with asymmetrical distributions. However, if the most geographically restricted species in the

aforementioned example originated in the CIP, then this may also be considered as evidence for

the Centre of Origin model. Sympatric sister-species in the WI region had similarly low levels

of distributional symmetry. Comparatively, the WI region has limited, bounded habitat, which

could account for asymmetry among sister-species whose distributions overlap in the region.

Alternatively, peripatric speciation may be important in producing peripherally isolated species

in this region (Chapters 4, 6). Overall, peripatric speciation appears to play a greater role in

generating allopatric sister-pairs, given the significance of their asymmetric distributions. While

it may also play a role in generating sympatric sister-species in certain regions, subsequent

range expansion likely leads to increasing distributional overlap and symmetry among

sympatric sister-pairs.

The concentration of overlap among sympatric sister-species in the CIP is not inconsistent

with other hypotheses that invoke range contraction of previously widespread species, or range

expansion of species that originated in the CIP region. Over time the dispersal ability of most

reef fishes could produce the patterns detected herein under the latter scenario (Lynch, 1989).

However, multiple lines of congruent evidence from both allopatric and sympatric sister-species

pairs that highlight patterns unique to the CIP region, and the lack of a general explanation for

why such common range contraction may have occurred, would favour the Centre of Overlap

model. Alternate hypotheses are more difficult to evaluate without direct evidence of the

location of species origination. While such records remain elusive, phylogeographic data may

provide insights into processes of genetic isolation preceding species divergence. Indeed,

divergent genetic lineages within many coral reef species complexes also overlap in a manner

consistent with the Centre of Overlap hypothesis (Bay et al., 2004; Craig et al., 2007; Horne et

al., 2008; Gaither et al., 2011a; DiBattista et al., 2012).

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The majority of sympatric sister-species in the present study had high levels of overlap and

distributional symmetry with ranges often spanning large portions of the Indo-Pacific realm.

This does not necessarily refute evidence from the Centre of Overlap model because high

dispersal potential may be conserved between closely related species enabling them to vastly

expand their geographical ranges during periods of connectivity and increased habitat

availability (Bellwood & Wainwright, 2002). Furthermore, barriers to dispersal do not influence

species in a uniform manner as certain life history characteristics may make species more or

less susceptible to range expansion (Luiz et al., 2012). However, widespread species are

generally older than their regionally restricted counterparts (Chapter 6) and therefore are more

likely to have been impacted by extinction. Thus, widespread, highly sympatric sister-pairs may

be the only extant species remaining in a clade where other, more restricted, species went

extinct or have not yet been described. Consequently, they may not actually be sister-species.

For example, sympatric sister-pairs in the Atlantic show similar patterns of widely symmetrical

overlapping ranges. However, faunal turnover and substantial loss of marine taxa in the Plio-

Pleistocene has been documented in the Atlantic (Bellwood, 1997; O'Dea et al., 2007) and may

have played a key role in establishing the significantly high degree of overlap and distributional

symmetry observed in extant sympatric species in this realm.

Regardless of the mechanisms responsible for the patterns of concentrated overlap among

sister-species within the CIP (Centre of Overlap and other models), evolutionary theory

stipulates that in areas of geographical overlap closely related species must differ in their

ecological niche or mate selection to maintain reproductive isolation, which is required for their

persistence as separate species (Brown & Wilson, 1956; Hardin, 1960). The CIP may

encompass the geological complexity, habitat heterogeneity and reef area required to facilitate

the co-occurrence of closely related genetic lineages (i.e. populations and species) while

maintaining their separation through nice partitioning. Nevertheless, hybridization of reef fish

species in and around the CIP (McMillan et al., 1999; Yaakub et al., 2006; Hobbs et al., 2009),

implies that niche partitioning or mate selection may take some time to develop and establish

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full reproductive isolation upon secondary contact of closely related species. Alternatively,

these mechanisms may break down at times (Montanari et al., 2012), leading to the production

of hybrid species.

7.5 Conclusions

This work has helped elucidate areas important in the generation and maintenance of

modern coral reef fish biodiversity. Focusing on well-established sister-species and their

relative geographical distributions, I have shown that species vicariance has resulted from

biogeographical barriers that have been in place over the past 5 Myr. The permeability and

dynamic nature of most of these barriers suggest that they act as filters to dispersal in

combination with founder events. Recent expansion of geographical ranges probably

underpinned the distinctive concentration of overlap of sympatric sister-species in the CIP, a

pattern that may be maintained by the geological complexity and extensive heterogeneous

habitat of the region. Together, this evidence largely supports the Centre of Overlap hypothesis

while highlighting the dynamic evolutionary history of reef fish species in the central Indo-

Pacific region.

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Chapter 8: Concluding Discussion

A framework detailing the chronology of extant species divergence combined with detailed

biogeographical data is essential to investigate evolutionary processes that shape patterns of

biodiversity. This thesis combined molecular phylogenetic approaches with biogeographical

analyses to reconstruct the evolutionary history of extant reef fish species. The development of

methods to minimize the impacts of extinction and successive peripheral speciation on age

estimation have resulted in more precise age estimates for reef fish species (Chapters 5, 6).

These methods are widely applicable to other taxonomic groups and their application may shed

light on previously unrealized processes of divergence for some. Across all biogeographical

areas throughout the world’s tropical oceans, species of coral reef fishes have similar

evolutionary ages (Chapter 6). A combination of evolutionary processes has shaped the

distinctive biogeographical patterns of modern-day reef fishes, including fluctuations in soft

biogeographical barriers (Chapter 7), founder events (Chapters 3–7), and potential divergence

in sympatry (Chapters 4, 6 and 7). As a whole, this thesis has identified common evolutionary

and biogeographical patterns among reef fish species and begun to unravel potential processes

involved in species divergence and maintenance that can be further explored within the

spatiotemporal framework it has provided.

When did reef fish species diverge?

The findings of this research emphasize the need to distinguish between the timing of

species divergence and the evolutionary age of species. Phylogenetic methods considered

within a temporal framework provide estimates of the most recent divergence events between

extant taxa. Applied to two case studies, these methods revealed that species divergence within

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the reef fish genera Anampses and Pomacanthus occurred predominantly from the mid-Miocene

onward (Chapters 3, 4). Across a broader range of reef fish species from four families

(Chaetodontidae, Labridae, Pomacanthidae and Epinephelidae) temporally-calibrated

phylogenetic hypotheses revealed that both the Atlantic and Indo-Pacific biogeographical

realms experienced divergence events throughout the past nine million years, with two

distinctive periods of divergence among species endemic to the Hawaiian Islands (Chapter 6).

Evolutionary ages of species can be estimated by assembling recently diverged sister-pairs

and applying a biogeographically focused approach to minimize the impacts of historical events

(Chapters 5, 6). The application of this method uncovered a general pattern of geographical

range expansion with increasing evolutionary age among coral reef fish species (Chapter 5).

General evolutionary theories that predict patterns of this nature (Willis, 1922; Wilson, 1961;

Hubbell, 2001; Ricklefs & Bermingham, 2002) have limited supporting evidence from marine

systems and the results presented herein lend them initial support. The evolutionary age of

extant reef fish species ranges from 1 to 5 Ma, with markedly little variation in the ages of

species distributed throughout the world’s biogeographical realms and regions (Chapter 6).

Well-known vicariance events such as the Terminal Tethyan Event and the rise of the Isthmus

of Panama had little to no impact on the divergence of extant reef fish species (Chapter 7),

rather these events produced lineage divisions within genera (Chapters 3, 4).

The chronology of species divergence presented in this thesis contributes to the broad study

of the evolutionary history of reef fishes (reviewed in Bellwood et al., 2012). The evolutionary

ages estimated for species within the Chaetodontidae, Labridae, Pomacanthidae and

Epinephelidae add to the growing work on age estimation of coral reef fish species (McCafferty

et al., 2002; Klanten et al., 2004; Read et al., 2006; Bernardi et al., 2008; Choat et al., 2012;

Gaither et al., 2014). Both temporal components, the timing of species divergence and the

evolutionary ages of species, provide distinct information necessary to eliminate the likely

influence of palaeogeographical events on the creation and maintenance of biodiversity.

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How are closely related species geographically distributed?

The geographical distribution of closely related species in conjunction with the chronology

of their divergence suggests that successive peripheral speciation, or peripheral budding, may

have generated substantial species diversity among reef fishes (Chapters 3-7). These results add

to the mounting evidence that founder events and peripatric speciation are important in faunal

enrichment within marine systems where few hard barriers to dispersal exist (Paulay & Meyer,

2002; Queiroz, 2005; Floeter et al., 2008; Drew & Barber, 2009; Budd & Pandolfi, 2010;

Gaither et al., 2010; Malay & Paulay, 2010; DiBattista et al., 2011; Fitzpatrick et al., 2011).

Successive peripatric speciation has the potential to generate closely related species with highly

overlapping geographical distributions when the founded area is constrained (Chapters 3, 4, 6,

7). Common vicariance separating sister-species across the Mid-Indian Ocean Barrier (MIOB)

confirmed the marked influence of this previously identified biogeographical barrier

(Winterbottom, 1986; Springer, 1988; Blum, 1989; Springer & Williams, 1994; Randall, 1998;

Bellwood & Wainwright, 2002) on the divergence of contemporary reef fish species (Chapter

7). Like most soft biogeographical barriers (Rocha, 2003; Floeter et al., 2008), the MIOB is

permeable and dynamic. The oscillation of permeable barriers appears particularly important in

facilitating founder events during periods of favourable environmental conditions (Chapters 6,

7).

This thesis highlights the extensive nature of sympatry among closely related reef fish

species (ranging from partial to complete distributional overlap) and emphasizes the necessary

disentanglement of process from pattern by demonstrating that a number of speciation modes

likely led to the divergence of sympatric species (Chapters 4, 7). Specifically, the high

concentration of distributional overlap among sister-pairs concordant with the hotspot of

biodiversity in the central Indo-Pacific supports this region as a Centre of Overlap, where

vicariance followed by geographical range expansion has likely underpinned regional patterns

of overlap and biodiversity (Chapter 7). These findings agree with a large number of studies on

intra-specific genetic divergence of marine organisms (reviewed in Carpenter et al., 2011;

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Gaither et al., 2011a; DiBattista et al., 2012; Ackiss et al., 2013; DeBoer et al., 2014; Raynal et

al., 2014) and offer support for the notion that the central Indo-Pacific region is an

evolutionarily dynamic area.

What does this suggest about the processes responsible for contemporary patterns of reef fish

diversity?

Overall, this thesis combined a detailed description of the temporal evolution of coral reef

fish species with biogeographical analyses to form a spatiotemporal framework that facilitated

the exploration of evolutionary processes responsible for contemporary patterns of biodiversity.

Rather than the traditional view of a single predominant evolutionary process, this work

supports the notion that multiple, alternate processes have acted in concert to generate and

maintain contemporary patterns of biodiversity. Modern-day reef fish species have temporally

constrained divergence coupled with complex biogeographical patterns. The ability to

investigate the mechanistic processes of evolution at the species level within a spatiotemporal

framework is a necessary first step to the successful prediction of future patterns of biodiversity.

Every effort has been made to reduce potential confounding effects within this thesis;

however, the results must be interpreted with care. The primary concern pertains to taxon

sampling and the probable existence of cryptic, yet to be described species. Future studies may

test the generality of the results by increasing taxon sampling and including any newly

described, or probable biological species (Chapters 5–7). The temporal estimates made herein

describe the occurrence of events along a continuous speciation process with particular

reference to nominal species. Changing the focal unit will shift the order of magnitude of

temporal estimates and may produce different biogeographical patterns. The inclusion of more

sequence data and the implementation of future analytical methods may also expand on the

work herein. Specifically, coalescent methods applied within the context of robust phylogenetic

frameworks may provide a more thorough interpretation of the evolutionary history of coral

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reef fish species (Bowen et al., 2001; Nichols, 2001; Bowen et al., 2006b; van Herwerden et al.,

2006; Leray et al., 2010; Eytan et al., 2012; Harrington & Near, 2012; Lessios & Robertson,

2013). Experimental work and the incorporation of more detailed ecological data are also likely

to provide new evidence to evaluate the processes of divergence proposed herein (Munday et

al., 2004; Bolnick et al., 2006; Crow et al., 2010). It will be of great interest to discover the

ways through which sympatric sister-species arise and persist, and what role, if any, the Coral

Triangle plays in their concentrated coexistence.

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Appendix A: Supplementary materials for Chapter 2 The following supplemental accompanies general methods for the articles

The role of peripheral endemism in species diversification: evidence from the coral reef fish genus Anampses (Family: Labridae)

Jennifer R. Hodge 1,2,3, Charmaine I. Read 1,3, Lynne van Herwerden 1,3, David R. Bellwood 1,2

1 School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2 Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3 Molecular Evolution and Ecology Lab, James Cook University, Townsville, Qld, 4811, Australia

Molecular Phylogenetics and Evolution 62(2): 653–663 (2012)

Evolution of sympatric species: a case study of the coral reef fish genus Pomacanthus (Pomacanthidae)

Jennifer R. Hodge 1,2,3, Charmaine I. Read 1,3, David R. Bellwood 1,2, Lynne van Herwerden 1,3

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3Molecular Evolution and Ecology Lab, James Cook University, Townsville, Qld, 4811, Australia

Journal of Biogeography 40(9): 1676–1687 (2013)

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On the relationship between species age and geographical range in reef fishes: are widespread species older than they seem?

Jennifer R. Hodge 1,2, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia

Global Ecology and Biogeography (2014 in press)

Temporal evolution of coral reef fishes: global patterns and disparity in isolated locations

Jennifer R. Hodge 1,2,3, Lynne van Herwerden 1,3, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3Molecular Evolution and Ecology Lab, James Cook University, Townsville, Qld, 4811, Australia

Journal of Biogeography 41(11): 2115–2127 (2014)

The geography of speciation in coral reef fishes

Jennifer R. Hodge 1,2, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia

Submitted for publication

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TABLES

Table S2.1 Locality information and GenBank accession numbers for specimens used in the

Anampses case study (Chapter 3). Includes representative sister group and outgroup species.

Table S2.2 Collection localities and GenBank accession numbers for specimens used in the

Pomacanthus case study (Chapter 4). Includes representative sister group and outgroup species.

Table S2.3 GenBank accession numbers for species included in the multi-family phylogenetic

analyses (Chapters 5–7).

Table S2.4 Details of fossil data used for temporal-calibration of the multi-family phylogenetic

analyses (Chapters 5–7) in BEAST.

Table S2.5 Partition scheme and models of evolution selected by PARTITIONFINDER under the

Bayesian Information Criterion (BIC) used in the multi-family phylogenetic analyses (Chapters

5–7).

REFERENCE LIST

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Table S2.1 Locality information and GenBank accession numbers for specimens used in the Anampses case study (Chapter 3). Includes representative sister group and

outgroup species. (—) = location/sequence unavailable. Where possible individual specimens were sampled from different locations.

Specimen ID Genus Species Collection Locations GenBank Accession Numbers Ingroup taxa 12s CO1 S7 109 Anampses caeruleopunctatus Moorea JN935296 JN935324 JN935348 822 Lizard Island, GBR JN935297 JN935325 JN935349 1431 Mauritius JN935298 JN935326 JN935350 940 Anampses chrysocephalus Hawaii JN935299 JN935327 JN935351 1293 Hawaii JN935300 — — 05 Anampses cuvier Hawaii JN935301 JN935328 JN935352 06 Hawaii JN935302 JN935329 JN935353 956 Anampses elegans Lord Howe Island, NSW JN935303 JN935330 JN935354 974 Lord Howe Island, NSW JN935304 JN935331 JN935355 979 Anampses femininus Lord Howe Island, NSW JN935305 JN935332 JN935356 776 Anampses geographicus Day Reef, GBR JN935306 JN935333 JN935357 825 Lizard Island, GBR JN935307 JN935334 JN935358 1282 Anampses lennardi Gove Peninsula, NT JN935308 JN935335 JN935359 1291 Anampses lineatus Bali JN935309 JN935336 JN935360 1399 Mauritius JN935310 JN935337 JN935361 1490 Anampses melanurus Vanuatu JN935311 JN935338 JN935362 186 Anampses meleagrides Bird Island, Seychelles JN935312 — JN935363 692 Pohnpei, Micronesia — JN935339 — 1186 Cocos (Keeling) Islands JN935313 JN935340 JN935364 252 Anampses neoguinaicus Yonge Reef, GBR JN935314 JN935341 JN935365 251 Yonge Reef, GBR JN935315 — JN935366 82 Anampses twistii Moorea JN935316 JN935342 JN935367 1170 Cocos (Keeling) Islands JN935317 JN935343 JN935368 Representative sister group taxa 502 a Halichoeres hortulanus Indonesia — FJ583502 — 208 b Indonesia — — EF488031 380 c Indonesia AY850823 AY850761 — 761 d — AY279601 — — 75 Halichoeres marginatus Trunk Reef, GBR JN935318 JN935344 JN935369 230 Pelorus Island, GBR JN935319 — —

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160 Specimen ID Genus Species Collection Locations GenBank Accession Numbers Representative sister group taxa cont. 12s CO1 S7 511 a — — FJ583511 — 1138 Macropharyngodon bipartitus Maldives JN935320 JN935345 EF488039 1139 Maldives JN935321 JN935346 EF488040 1373 Macropharyngodon cyanoguttatus Mauritius JN935322 — EF488041 1374 Mauritius JN935323 JN935347 EF488042 Outgroup taxa 38 e Symphodus melops Portugal AY092049 — — 197 e Portugal AF414197 — — 607 f Scotland — — — 621 g — — GQ341604 GQ341621

Publication source for sequences obtained from GenBank: a Steinke et al. (2009); b Yaakub et al. (2007); c Barber and Bellwood (2005); d Westneat and Alfaro (2005); e Almada et al. (2002); f Hanel et al. (2002); g Kazancıoğlu et al. (2009).

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Table S2.2 Collection localities and GenBank accession numbers for specimens used in the Pomacanthus case study (Chapter 4). Includes representative sister group and

outgroup species. Analyses were preformed on consensus sequences; where individual specimens were sampled from different locations, each location is listed. (—) =

location/sequence unavailable. GBR, Great Barrier Reef.

GenBank accession numbers Genus Species Collection locations 12S 16S S7 Ingroup taxa Pomacanthus annularis Sri Lanka/Indonesia KC820895 KC820905 KC820915 Pomacanthus arcuatus Caribbean KC820896 KC820906 KC820916 Pomacanthus asfur Red Sea AY530826 a AY530854 a KC820917 Pomacanthus chrysurus — KC820897 KC820907 KC820918 Pomacanthus imperator Sri Lanka KC820898 KC820908 KC820919 Pomacanthus maculosus Red Sea KC820899 KC820909 KC820920 Pomacanthus navarchus Indonesia KC820900 KC820910 KC820921 Pomacanthus paru Belize AY530824 a AY530852 a KC820922 Pomacanthus rhomboides South Africa KC820901 KC820911 KC820923 Pomacanthus semicirculatus Indonesia/One Tree Island, GBR AF108574 b AY530844 a KC820924 Pomacanthus sexstriatus Lizard Island, GBR AF108575 b AY530858 a KC820925 Pomacanthus xanthometopon Philippines/Indonesia KC820902 KC820912 KC820926 Pomacanthus zonipectus Sea of Cortez AY530840 a AY530874 a KC820927 Representative sister group taxa Pygoplites diacanthus Moorea/Younge Reef, GBR AF108577 b AY530873 a KC820928 Holacanthus africanus Cape Verde Islands/São Tomé KC845393 c KC845330 c KC845372 c Holacanthus tricolor Ceará State, Brazil/Marathon Key, Florida KC845399 c KC845336 c KC845378 c Holacanthus limbaughi Clipperton Atoll KC845391 c KC845328 c KC845370 c Chaetodontoplus duboulayi Mackay, GBR KC820903 KC820913 KC820929 Chaetodontoplus mesoleucus Philippines/Indonesia KC820904 KC820914 KC820930 Outgroup taxa Acanthurus nigricans Hick’s Reef, GBR/Cocos (Keeling) Island AY057239 d AY057286 d EF648230 e Naso lituratus —/West Australia AF055603 f AF055624 f EF648256 e Zanclus cornutus — EF616898 g EF616980 g —

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162 GenBank accession numbers

Genus Species Collection locations 12S 16S S7 Outgroup taxa cont. Luvarus imperialis —/Australian Museum, Sydney AF055601 f AY264587 h —

Platax orbicularis Philippines AF055597 f/AY279562 h AF055618 f/AY279665 i FJ167848 j

Publication source for sequences obtained from GenBank: a Bellwood et al. (2004); b Nelson et al. (unpublished), location unavailable; c Alva-Campbell et al. (2010); d Clements et al. (2003); e Marie et al. (2007); f Tang et al. (1999), location unavailable; g Fessler & Westneat (2007); h Klanten et al. (2004); i Westneat & Alfaro (2005), location unavailable; j Bellwood et al. (2010).

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Table S2.3 GenBank accession numbers for species included in the multi-family phylogenetic analyses (Chapters 5–7). (—) = unavailable sequence. * sequences courtesy of

K. Ma.

Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Chaetodontidae Amphichaetodon howensis AY530860 AY530830 — FJ167682 — FJ167793 Amphichaetodon melbae EF616904 EF616820 — — EF617151 — Chaetodon adiergastos EF616942 EF616859 — — EF617190 — Chaetodon argentatus — AF108505 FJ583020 U23581 — FJ167794 Chaetodon aureofasciatus — AF108506 — FJ167683 — FJ167795 Chaetodon auriga EF616943 EF616860 JF434764 JF457933 EF617191 — Chaetodon auripes AP006004 AP006004 FJ583027 FJ167684 — FJ167796 Chaetodon austriacus EF616910 EF616826 — AF108583 EF617157 — Chaetodon baronessa EF616957 EF616874 — FJ167685 EF617205 FJ167797 Chaetodon bennetti EF616911 EF616827 JF434768 JF457936 EF617158 FJ167798 Chaetodon blackburnii JF457269 — JF434770 JF457938 — FJ167799 Chaetodon burgessi EF616934 EF616851 FJ583031 — EF617182 — Chaetodon capistratus EF616914 EF616830 JQ839993 FJ167688 EF617161 FJ167800 Chaetodon citrinellus EF616950 EF616867 JF434772 JF457940 EF617198 FJ167801 Chaetodon collare EF616924 EF616840 FJ583043 FJ167689 EF617171 FJ167802 Chaetodon decussatus — AF108512 FJ583045 AF108587 — — Chaetodon dolosus EF616938 EF616855 JF493091 — EF617186 — Chaetodon ephippium EF616926 EF616842 JF434773 FJ167690 EF617173 FJ167803 Chaetodon falcula EF616919 EF616835 JF434776 JF457943 EF617166 — Chaetodon fasciatus EF616940 EF616857 — — EF617188 — Chaetodon flavirostris — AF108514 FJ583053 AF108589 — — Chaetodon fremblii EF616925 EF616841 — FJ973160 EF617172 FJ167804 Chaetodon guentheri EF616951 EF616868 — — EF617199 — Chaetodon guttatissimus JF457281 AF108515 JF434782 JF457949 — — Chaetodon hoefleri EF616908 EF616824 — — EF617155 — Chaetodon humeralis HM778172 — — FJ167692 — FJ167805 Chaetodon interruptus — — — FJ167693 — FJ167806 Chaetodon kleinii EF616909 EF616825 JF434785 JF457952 EF617156 FJ167807 Chaetodon larvatus EF616930 EF616847 — AF108592 EF617178 —

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164 Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Chaetodontidae cont. Chaetodon lineolatus EF616939 EF616856 — AF108593 EF617187 FJ167808 Chaetodon lunula EF616944 EF616861 JF434792 JF457959 EF617192 FJ167809 Chaetodon lunulatus JF457293 AJ748307 JF434794 JF457961 — FJ167810 Chaetodon madagaskariensis — AJ748308 JF493098 U23598 — — Chaetodon marleyi — — JF493101 — — — Chaetodon melannotus EF616945 EF616862 JF434800 JF457967 EF617193 FJ167811 Chaetodon mertensii EF616958 EF616875 JF43480 JF457969 EF617206 — Chaetodon mesoleucos — AF108521 — AF108596 — — Chaetodon meyeri EF616936 EF616853 JF434804 JF457971 EF617184 FJ167812 Chaetodon miliaris EF616918 EF616834 — FJ973249 EF617165 FJ167813 Chaetodon mitratus — — JF493105 — — — Chaetodon multicinctus EF616922 EF616838 FJ583067 FJ973301 EF617169 FJ167814 Chaetodon ocellatus EF616933 EF616850 JQ839994 FJ167698 EF617181 FJ167815 Chaetodon ocellicaudus EF616946 EF616863 FJ583069 AF108598 EF617194 — Chaetodon octofasciatus EF616952 EF616869 — AF108599 EF617200 — Chaetodon ornatissimus EF616953 EF616870 JF434807 JF457974 EF617201 FJ167816 Chaetodon oxycephalus EF616929 EF616845 — AF108601 EF617176 — Chaetodon paucifasciatus EF616937 EF616854 — U23607 EF617185 — Chaetodon pelewensis EF616932 EF616849 JF434809 JF457976 EF617180 — Chaetodon plebeius — EF616846 JQ362391 AF108602 EF617177 FJ167817 Chaetodon punctatofasciatus EF616931 EF616848 FJ583074 U23619 EF617179 — Chaetodon quadrimaculatus EF616923 EF616839 JF434811 JF457978 EF617170 FJ167818 Chaetodon rafflesii EF616947 EF616864 FJ583082 AF108604 EF617195 — Chaetodon rainfordi EF616935 EF616852 — FJ167699 EF617183 FJ167819 Chaetodon reticulatus EF616916 EF616852 JF434813 JF457980 EF617163 FJ167820 Chaetodon robustus EF616921 EF616837 — FJ167701 EF617168 FJ167821 Chaetodon sanctaehelenae — — — FJ167702 — FJ167822 Chaetodon sedentarius EF616912 EF616828 — FJ167703 EF617159 FJ167823 Chaetodon selene EF616948 EF616865 — — EF617196 — Chaetodon semeion EF616913 EF616829 FJ583083 — EF617160 — Chaetodon semilarvatus EF616920 EF616836 — AJ748305 EF617167 — Chaetodon speculum EF616917 EF616833 FJ583084 AF108606 EF617164 — Chaetodon striatus EF616915 EF616831 JQ840450 FJ167704 EF617162 FJ167824

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Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Chaetodontidae cont. Chaetodon tinkeri — — — U23629 — FJ167825 Chaetodon trichrous JF457314 AJ748312 JF434815 JF457982 — — Chaetodon tricinctus — — — FJ167706 — FJ167826 Chaetodon trifascialis EF616927 EF616843 JF434822 JF457989 EF617174 FJ167827 Chaetodon trifasciatus EF616954 EF616871 JF434830 JF457997 EF617202 FJ167828 Chaetodon ulietensis EF616928 EF616844 JF434832 JF457999 EF617175 FJ167829 Chaetodon unimaculatus EF616955 EF616872 JF434836 JF458003 EF617203 FJ167830 Chaetodon vagabundus EF616949 EF616866 JF434842 JF458009 EF617197 — Chaetodon wiebeli — — FJ583110 — — — Chaetodon xanthocephalus — — JF493107 — — — Chaetodon xanthurus EF616956 EF616873 JF434845 JF458012 EF617204 — Chaetodon zanzibarensis EF616941 EF616858 JF434846 JF458013 EF617189 — Chelmon marginalis EF616960 EF616877 — FJ167711 EF617208 FJ167831 Chelmon muelleri — — — FJ167712 — FJ167832 Chelmon rostratus EF616959 EF616876 FJ583134 AF108612 EF617207 FJ167833 Chelmonops curiosus — — — FJ167713 — FJ167834 Chelmonops truncatus EF616961 EF616878 — FJ167714 EF617209 FJ167835 Coradion altivelis — AF108538 — AF108613 — FJ167836 Coradion chrysozonus EF616963 EF616880 — AF108614 EF617211 FJ167837 Coradion melanopus EF616962 EF616879 — — EF617210 — Forcipiger flavissimus EF616964 EF616881 JF434973 JF458132 EF617212 FJ167838 Forcipiger longirostris EF616965 EF616882 JF434975 FJ167715 EF617213 FJ167839 Hemitaurichthys polylepis EF616906 EF616822 JF435020 JF458156 EF617153 FJ167840 Hemitaurichthys thompsoni JF457508 — JF435022 JF458158 — FJ167841 Hemitaurichthys zoster EF616966 EF616883 JF435024 JF458160 EF617214 — Heniochus acuminatus EF616907 EF616823 JF435025 JF458161 EF617154 FJ167842 Heniochus chrysostomus JF457512 EF616884 JF435027 JF458163 — FJ167843 Heniochus diphreutes EF616970 EF616888 JF435031 JF458167 EF617218 — Heniochus monoceros EF616968 EF616886 JF435033 JF458169 EF617216 — Heniochus pleurotaenia — AF108545 — AF108620 — — Heniochus singularius EF616967 EF616885 FJ583547 FJ167718 EF617215 FJ167844 Heniochus varius EF616969 EF616887 FJ583549 AF108621 EF617217 — Johnrandallia nigrirostris EF616971 EF616889 — FJ167719 — FJ167845

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166 Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Chaetodontidae cont. Parachaetodon ocellatus — AF108547 — AF108622 — FJ167847 Labridae Anampses caeruleopunctatus KJ866392 JN935296 JN935325 JF457906 AY279781 JN935348 Anampses chrysocephalus KJ866393 JN935299 JN935327 — — JN935351 Anampses cuvier KJ866394 JN935301 JN935328 — — JN935352 Anampses elegans KJ866395 JN935303 JN935330 — — JN935354 Anampses femininus KJ866396 JN935305 JN935332 — — JN935356 Anampses geographicus KJ866397 JN935306 JN935333 — — JN935357 Anampses lennardi KJ866398 JN935308 JN935335 — — JN935359 Anampses lineatus KJ866399 JN935309 JN935336 JF457908 — JN935361 Anampses melanurus KJ866400 JN935311 JN935338 — — JN935362 Anampses meleagrides KJ866401 JN935312 JN935339 — — JN935363 Anampses neoguinaicus KJ866402 JN935314 JN935341 — AY279782 JN935366 Anampses twistii KJ866403 JN935317 JN935343 JF457909 — JN935367 Bolbometopon muricatum JX026453 AY081073 — EU601357 AY081108 JX026592 Centrolabrus caeruleus AY092034 AF414192 — — — GQ341613 Centrolabrus exoletus AY092041 EU601224 GQ341588 EU601403 EU601303 — Centrolabrus trutta AY092035 AF414195 — — — GQ341614 Chlorurus atrilunula JX026457 — — — — JX026596 Chlorurus bleekeri JX026458 EU601182 — EU601361 EU601267 JX026597 Chlorurus bowersi EU601231 EU601183 — EU601362 EU601268 JX026598 Chlorurus capistratoides JX026460 EU601184 — EU601363 EU601269 JX026599 Chlorurus cyanescens JX026461 — — — — JX026600 Chlorurus enneacanthus JX026462 — — — — JX026601 Chlorurus frontalis JX026463 — JQ431620 — — JX026602 Chlorurus gibbus JX026464 — FJ237699 — — — Chlorurus japanensis JX026465 EU601209 — EU601388 EU601288 JX026603 Chlorurus microrhinos JX026466 EU601185 — EU601364 EU601270 JX026604 Chlorurus oedema JX026467 EU601186 — EU601365 AY081107 JX026605 Chlorurus perspicillatus JX026468 — — — — JX026606 Chlorurus rhakoura JX026469 — — — — JX026607 Chlorurus sordidus JX026471 EU601187 JQ349891 EU601366 AY081106 JX026609 Chlorurus spilurus JX026470 — — — — JX026608

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Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Labridae cont. Chlorurus strongylocephalus JX026472 — — — — JX026610 Cryptotomus roseus EU601235 AY279592 JQ841518 EU601367 EU601271 — Diproctacanthus xanthurus AY279698 AY279595 — — AY279801 — Epibulus brevis EF520654 — — — — — Epibulus insidiator AY279699 AJ810132 JF434969 JF458128 EU601301 — Gomphosus caeruleus JF457465 — JF434979 JF458133 — AY329640 Gomphosus varius JF457467 AY279597 JF434981 AY328858 AY279803 AY329641 Haletta semifasciata AY662708 AY279656 EF609368 — AY279862 — Hemigymnus fasciatus JF457502 AJ810136 JF435016 JF458152 — — Hemigymnus melapterus JF457504 AJ810137 JF435018 JF458154 AY279817 — Hipposcarus harid JX026455 — — — — JX026594 Hipposcarus longiceps JX026456 EU601189 — EU885924 AY081110 JX026595 Labrichthys unilineatus AY850875 AJ810138 JF493715 — AY279819 — Lachnolaimus maximus AY857946 AY279618 JQ839821 EU601404 AY662809 — Larabicus quadrilineatus AY279722 AY279619 — — AY279825 — Leptoscarus vaigiensis AY081094 EU601190 FJ583627 EU601369 AY081111 — Neodax balteatus AY279760 AY279657 — — AY279863 — Odax acroptilus AY279761 AY279658 — — AY279864 — Odax cyanoallix AY279762 AY279659 — — AY279865 — Odax cyanomelas AY279763 AY279660 4850752 4850753 AY279866 — Odax pullus AY279764 AY279661 — — AY279867 — Ophthalmolepis lineolata AY279731 AY279628 JQ839560 — AY279834 — Oxyjulis californica AY279735 AY279632 JN582150 DQ132499 AY279838 — Pseudodax moluccanus JF457633 AY279636 JF435149 JF458248 AY279842 — Scarus altipinnis JX026473 EU601192 JQ432095 EU601371 EU601273 JX026611 Scarus arabicus JX026474 — — — — JX026612 Scarus chameleon JX026475 EU601193 FJ237917 EU601372 EU601274 JX026613 Scarus coelestinus AY081084 EU601194 — EU601373 AY081101 JX026614 Scarus coeruleus JX026476 — — — — JX026615 Scarus collana JX026477 — — — — JX026616 Scarus compressus JX026478 — — — — JX026617 Scarus dimidiatus JX026479 EU601195 — EU601374 EU601275 JX026618 Scarus dubius JX026480 — — — — JX026619

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168 Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Labridae cont. Scarus falcipinnis JX026481 — — — — JX026620 Scarus ferrugineus JX026482 — — — — JX026621 Scarus festivus JX026483 EU601196 — EU601375 EU601276 JX026622 Scarus flavipectoralis JX026484 EU601197 — EU601376 AY081103 JX026623 Scarus forsteni JX026485 EU601198 JQ432097 EU601377 EU601278 JX026624 Scarus frenatus JX026486 EU601199 FJ237920 EU601378 AY081104 JX026625 Scarus fuscopurpureus JX026487 — — — — JX026626 Scarus ghobban EU601241 EU601200 EF609452 EU601379 EU601279 JX026629 Scarus globiceps JX026492 EU601201 JQ350330 EU601380 EU601280 JX026631 Scarus guacamaia EU601243 EU601202 JQ843039 EU601381 AY081102 JX026632 Scarus hoefleri JX026493 AY141393 — — — JX026633 Scarus hypselopterus EU601245 EU601204 — EU601383 EU601283 — Scarus iseri JX026494 EU601203 JQ840986 EU601382 EU601282 JX026634 Scarus koputea JX026495 — — — — JX026635 Scarus longipinnis JX026496 — — — — JX026636 Scarus niger JX026497 EU601205 JQ350332 EU601384 EU601284 JX026637 Scarus oviceps JX026498 EU601206 JQ432107 EU601385 EU601285 JX026638 Scarus ovifrons JX026499 — — — — JX026639 Scarus perrico JX026500 — — — — JX026640 Scarus persicus JX026501 — — — — JX026641 Scarus prasiognathos JX026502 EU601207 — EU601386 EU601286 JX026642 Scarus psittacus JX026503 EU601208 JQ432110 EU601387 EU601287 JX026643 Scarus quoyi JX026504 EU601210 — EU601389 EU601289 JX026644 Scarus rivulatus JX026505 EU601211 — EU601390 EU601290 JX026645 Scarus rubroviolaceus EU601253 EU601212 GU805008 EU601391 EU601291 JX026646 Scarus russelii JX026510 — — — — JX026650 Scarus scaber JX026511 — JQ350334 — — JX026651 Scarus schlegeli JX026512 EU601213 JQ432114 EU601392 EU601292 JX026652 Scarus spinus JX026513 EU601214 — EU601393 EU601293 JX026653 Scarus taeniopterus JX026514 EU601215 JQ842302 EU601394 EU601294 JX026654 Scarus tricolor JX026515 EU601216 JQ350335 EU601395 EU601295 JX026655 Scarus trispinosus JX026516 — — — — JX026656 Scarus vetula JX026517 — FJ584084 — — JX026657

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Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Labridae cont. Scarus viridifucatus JX026518 — — — — JX026658 Scarus xanthopleura JX026519 — — — — JX026659 Scarus zelindae JX026520 — — — — JX026660 Scarus zufar JX026521 — — — — JX026661 Symphodus bailloni AY092037 AY092052 GQ341601 — — GQ341616 Symphodus cinereus AY092036 AJ810147 GQ341603 — — GQ341618 Symphodus doderleini AF517602 — GQ341606 — — — Symphodus mediterraneus AF517601 AJ810148 GQ341607 — — GQ341620 Symphodus melanocercus AF517595 AJ810149 GQ341600 — — — Symphodus melops AY092038 AF414197 GQ341604 — — GQ341621 Symphodus ocellatus AF517603 AJ810150 — — — — Symphodus roissali AY092039 AJ810151 GQ341605 — — GQ341622 Symphodus rostratus AY092040 AF414198 GQ341608 — — GQ341617 Symphodus tinca AF517596 AJ810152 GQ341602 — — GQ341619 Tautoga onitis AF517588 AY279648 GQ341609 EU601402 AY662810 — Tautogolabrus adspersus AF517585 AY279649 GQ341610 HM049968 AY279855 — Thalassoma amblycephalum JF457667 — JF435183 AY328860 — AY329643 Thalassoma ascensionis AY328988 — — AY328861 — AY329644 Thalassoma ballieui AY328989 — DQ521017 AY328862 — AY329645 Thalassoma bifasciatum AY279753 AJ810153 JQ839917 AY328863 AY279856 AY329646 Thalassoma cupido AY328991 — — AY328864 — AY329647 Thalassoma duperrey AY328994 — — AY328865 — DQ443832 Thalassoma genivittatum JF457672 — JF435188 AY328866 — DQ443833 Thalassoma grammaticum AY328993 — JQ839619 AY328867 — AY329650 Thalassoma hardwicke AY850865 AY850802 JF435196 AY328868 — DQ443821 Thalassoma hebraicum JF457683 — JF435199 AY328869 — AY329652 Thalassoma jansenii AY328997 — FJ459566 AY328870 — DQ443820 Thalassoma loxum AY328998 — — AY328871 — AY329654 Thalassoma lucasanum AY328999 — JQ839621 AY328872 — AY329655 Thalassoma lunare JQ178236 AJ810154 JF435203 AY328873 AY279857 DQ443836 Thalassoma lutescens AY850863 AJ810155 FJ584187 AY328874 — DQ443835 Thalassoma newtoni AY329002 — — AY328875 — AY329658 Thalassoma noronhanum AY329003 — JQ839633 AY328876 — AY329659

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170 Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Labridae cont. Thalassoma pavo AF517583 — GQ341611 DQ198011 — AY329660 Thalassoma purpureum JF457693 — JF435209 AY328878 — AY329661 Thalassoma quinquevittatum AY850864 AY850801 JF435210 AY328879 — DQ443802 Thalassoma robertsoni AY329007 — JQ839646 AY328880 — AY329663 Thalassoma rueppellii AY329008 — — AY328881 — AY329664 Thalassoma sanctaehelenae AY329009 — — AY328882 — AY329665 Thalassoma septemfasciatum AY329010 — — AY328883 — AY329666 Thalassoma trilobatum JF457696 — JF435212 AY328884 — AY329667 Thalassoma virens AY329012 — JQ839654 AY328885 — AY329668 Xiphocheilus typus AY279756 AY279653 — — AY279859 — Pomacanthidae Holacanthus africanus KC845330 KC845393 — KC845351 — KC845372 Holacanthus bermudensis KC845337 KC845400 — KC845358 EF617231 KC845379 Holacanthus ciliaris KC845332 KC845395 JQ841232 KC845353 — KC845385 Holacanthus clarionensis KC845327 KC845390 — KC845348 — KC845369 Holacanthus limbaughi KC845328 KC845391 — KC845349 — KC845370 Holacanthus passer KC845329 KC845392 — KC845350 — KC845371 Holacanthus tricolor KC845336 KC845399 JQ840536 KC845357 — KC845384 Pomacanthus annularis KC820905 KC820895 FJ583875 AF108646 — KC820915 Pomacanthus arcuatus KC820906 KC820896 JQ841953 — EF617229 KC820916 Pomacanthus asfur AY530854 AY530826 — — — KC820917 Pomacanthus chrysurus KC820907 KC820897 — — — KC820918 Pomacanthus imperator KC820908 KC820898 JQ350235 FJ424070 — KC820919 Pomacanthus maculosus KC820909 KC820899 HQ149906 JN604372 — KC820920 Pomacanthus navarchus KC820910 KC820900 FJ583883 AF108648 — KC820921 Pomacanthus paru AY530852 AY530824 JQ840654 — — KC820922 Pomacanthus rhomboides KC820911 KC820901 HQ945884 FJ167723 — KC820923 Pomacanthus semicirculatus AY530844 AF108574 JQ350237 AF108649 — KC820924 Pomacanthus sexstriatus AY530858 AF108575 — AF108650 — KC820925 Pomacanthus xanthometapon KC820912 KC820902 — AF108651 — KC820926 Pomacanthus zonipectus AY530874 AY530840 GU440472 — — KC820927 Pygoplites diacanthus AY530873 AF108577 JQ350298 AF108652 EF617232 KC820928 Epinephelidae

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Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Epinephelidae cont. Aethaloperca rogaa AY947565 AY949367 JX674944 EF213721 AY949225 — Alphestes afer AY314003 AY313982 JQ840759 AY313996 AY313992 — Alphestes immaculatus AF297290 AY313980 — AY314002 AY313994 — Alphestes multiguttatus AF297305 AY313981 — AY313995 AY313991 — Anyperodon leucogrammicus AF297306 AY949379 DQ107922 AY963557 EF517738 — Dermatolepis dermatolepis AF297317 AY313984 HM032025 AY314000 AY313988 — Dermatolepis inermis AY314005 AY313979 EU752075 AY314001 AY313987 — Dermatolepis striolata AY314004 AY313983 — AY313999 AY313989 — Gracila albomarginata AY947582 AY949348 — — AY949250 — Mycteroperca acutirostris AY947591 AY949411 GU702334 — AY949251 — Mycteroperca bonaci DQ267147 AY949449 JQ840175 — AY949270 — Mycteroperca fusca AY947597 AY949448 — DQ197968 AY949252 — Mycteroperca interstitialis AY947632 AY949359 FJ583668 — AY949221 — Mycteroperca jordani AF297329 AY949435 GU440412 — AY949303 — Mycteroperca microlepis AF297312 AY949373 JQ842598 — AY949253 — Mycteroperca olfax AF317512 AY949360 — — AY949276 — Mycteroperca phenax AF297303 AY949450 — — AY949265 — Mycteroperca prionura AY947583 AY949361 — — AY949254 — Mycteroperca rosacea AF297300 AY949350 — — AY949268 — Mycteroperca rubra AY947587 AY949364 — DQ197969 AY949255 — Mycteroperca tigris AY947574 AY949452 JQ839849 — AY949217 — Mycteroperca venenosa AF297291 AY949419 JQ839850 — AY949273 — Mycteroperca xenarcha AY947637 AY949445 GU440413 — — — Niphon spinosus HQ731416 AY949420 EF143386 AB108493 AY949210 DQ864743 Paranthias colonus AF297301 AY949351 GU440449 HM049960 — — Paranthias furcifer AY947584 AY949372 JQ365486 — AY949263 — Plectropomus areolatus EF213706 AY949447 JN242595 EF213725 EF517750 * Plectropomus laevis DQ067320 AY949444 JX675027 AY963554 EF517749 * Plectropomus leopardus DQ067321 AY949352 JF750763 AY963555 EF517747 — Plectropomus maculatus AF297320 AY949423 JF750764 EF503636 EF517751 — Plectropomus oligacanthus AY947615 EU930863 * EF213726 EF517748 * Plectropomus pessuliferus — — — AY963553 * * Plectropomus punctatus * * * — — —

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172 Mitochondrial loci Nuclear loci Genus Species 16S 12S CO1 CYTB TMO-4C4 S7 Epinephelidae cont. Saloptia powelli AY947631 AY949375 JQ432090 — — KM Variola albimarginata EF213708 AY949412 JX675035 EF213728 AY949261 — Variola louti DQ067319 AY949412 JQ432218 AY786428 EF517745 — Fossil Calibration Taxa Acanrthurus nigricans AY057286 AY057239 EF648266 AY264634 — EF648230 Ambloplites rupestris AY742515 — EU524414 AY225663 — — Archoplites interruptus AY742516 — HQ557524 AY225665 — — Bodianus mesothorax AY279681 AY279578 JQ839406 — AY279784 — Calatomus carolinus AY081092 EU601179 JQ349815 EU601358 AY081109 — Cetoscarus bicolor JX026454 EU601181 JQ349875 EU601360 AY081105 JX026593 Gazza minuta DQ648428 — EU148511 — — — Leiognathus equulus EU366341 DQ533223 EU381032 EU380961 — — Luvarus imperialis AF055622 AF055601 5618975 AB276966 — — Naso lituratus AF055624 AF055603 HM034244 AB276964 — EF648255 Prognathodes aculeatus EF616972 EF616890 — FJ167725 EF617219 FJ167852 Sparisoma chrysopterum AY279748 AY279645 JQ841012 DQ457033 AY081100 — Zanclus cornutus AF055623 AY057235 JQ350417 AB276965 — — Outgroup Taxa Opsanus pardus DQ874745 AF165327 — AF165347 DQ874850 — Porichthys notatus EF119249 AF165333 JQ354294 AF165352 — —

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Table S2.4 Details of fossil data used for temporal-calibration of the multi-family phylogenetic analyses (Chapters 5–7) in BEAST. Calibrations were placed on nodes

representing the most recent common ancestor (MRCA) of specified genera. H indicates a hard lower bound on the prior distribution; S indicates a soft 95% upper bound.

MRCA Minimum fossil age (Ma) Parametric prior distribution Prior bounds Fossil evidence Archoplites/Ambloplites 15.5 Lognormal 15.5 H – 17.8 S Archoplites clarki 1,2 Bolbometopon/Cetoscarus 5 Lognormal 5 H – 36 S Bolbometopon sp. 3 Calotomus/Sparisoma 14 Lognormal 14 H – 50 S Calotomus preisli 3 Chaetodon/Prognathodes 7.1 Lognormal 7.1 H – 25.2 S Chaetodon ficheuri 4 Gazza/Leiognathus 11.6 Lognormal 11.6 H – 30.1 S Euleiognathus tottori 5,6 Hypsigenyines 50 Exponential 50 H – 95 S Phyllopharyngodon longipinnis 7 Labridae (–Hypsigenyines) 50 Lognormal 50 H – 100 S Eocoris bloti 8, Bellwoodilabrus landinii 9 Luvarus, Zanclus, and Acanthuridae (Acanthurus and Naso) 55.8 Lognormal 55.8 H – 63.9 S Avitoluvarus dianae, Avitoluvarus mariannae,

Kushlukia permira, and Luvarus necopinatus 10 Pseudodax/Bodianus 14 Lognormal 14 H – 50 S Trigondon jugleri 11

Publications sources of fossil evidence: 1 (Smith & Elder, 1985); 2 (Smith & Miller, 1985); 3 (Bellwood & Schultz, 1991); 4 (Carnevale, 2006); 5 (Yabumoto & Uyeno, 1994); 6 (Yabumoto &

Uyeno, 2011); 7 (Bellwood, 1990); 8 (Bannikov & Sorbini, 1990); 9 (Bannikov & Carnevale, 2010); 10 (Bannikov & Tyler, 1995); 11 (Schultz & Bellwood, 2004).

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Table S2.5 Partition scheme and models of evolution selected by PARTITIONFINDER under the Bayesian

Information Criterion (BIC). The data set consisted of molecular sequences for 312 Percomorph fishes

found throughout the tropical Atlantic and Indo-Pacific; the data were used in the multi-family

phylogenetic analyses (Chapters 5–7). Γ represents the gamma shape parameter.

Data set Base pairs Partition BIC model 16S 569 12S 308 CO1 477 CYTB 92

1 TVM+I+Γ

TMO-4C4 434 2 TrN+I+Γ S7 611 3 TrN+I+Γ

Total 2491 — —

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Appendix B: Supplementary materials for Chapter 3 The following supplemental accompanies the article

The role of peripheral endemism in species diversification: evidence from the coral reef fish genus Anampses (Family: Labridae)

Jennifer R. Hodge 1,2,3, Charmaine I. Read 1,3, Lynne van Herwerden 1,3, David R. Bellwood 1,2

1 School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2 Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3 Molecular Evolution and Ecology Lab, James Cook University, Townsville, Qld, 4811, Australia

Molecular Phylogenetics and Evolution 62(2): 653–663 (2012)

FIGURES

Figure S3.1 AWTY output from the phylogenetic analysis of Anampses showing pairwise

comparisons of the posterior probabilities of nodes for each of four independent Bayesian

inference analyses implemented in MRBAYES.

Figure S3.2 AWTY output from the phylogenetic analysis of Anampses showing the cumulative

posterior probabilities of the 20 most variable nodes for trees searched by four independent

Markov Chain Monte Carlo analyses implemented in MRBAYES.

Figure S3.3 AWTY output from the phylogenetic analysis of Anampses showing pairwise

comparisons of the posterior probabilities of nodes for each of four independent Bayesian

inference analyses implemented in BEAST.

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Figure S3.4 AWTY output from the phylogenetic analysis of Anampses showing the cumulative

posterior probabilities of the 15 most variable nodes for trees searched by four independent

Markov Chain Monte Carlo analyses implemented in BEAST.

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180 Figure S3.1 AWTY output from the

phylogenetic analysis of Anampses.

Each bivariate plot is a pairwise

comparison of the posterior

probabilities of nodes for each of

four independent Bayesian

inference analyses as implemented

in MRBAYES. Low correlation

among runs would diagnose lack of

convergence, however that was not

detected here.

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Figure S3.2 AWTY output from the

phylogenetic analysis of Anampses.

Each plot shows the cumulative

posterior probabilities of the 20

most variable nodes for trees

searched by four independent

Markov Chain Monte Carlo

analyses as implemented in

MRBAYES; (a) analysis 1; (b)

analysis 2; (c) analysis 3; and (d)

analysis 4. A trend in the frequency

of posterior probabilities for nodes

diagnoses lack of convergence, but

was not observed here.

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182 Figure S3.3 AWTY output from the

phylogenetic analysis of Anampses.

Each bivariate plot is a pairwise

comparison of the posterior

probabilities of nodes for each of

four independent Bayesian inference

analyses as implemented in BEAST.

Low correlation among runs would

diagnose lack of convergence,

however that was not detected here.

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Figure S3.4 AWTY output from the

phylogenetic analysis of Anampses.

Each plot shows the cumulative

posterior probabilities of the 15

most variable nodes for trees

searched by four independent

Markov Chain Monte Carlo

analyses as implemented in BEAST;

(a) analysis 1; (b) analysis 2; (c)

analysis 3; and (d) analysis 4. A

trend in the frequency of posterior

probabilities for nodes diagnosis

lack of convergence, but was not

observed here.

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Appendix C: Supplementary materials for Chapter 4 The following supplemental accompanies the article

Evolution of sympatric species: a case study of the coral reef fish genus Pomacanthus (Family: Pomacanthidae)

Jennifer R. Hodge 1,2,3, Charmaine I. Read 1,3, David R. Bellwood 1,2, Lynne van Herwerden 1,3

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3Molecular Evolution and Ecology Lab, James Cook University, Townsville, Qld, 4811, Australia

Journal of Biogeography 40(9): 1676–1687 (2013)

FIGURES

Figure S4.1 AWTY output from the phylogenetic analysis of Pomacanthus showing pairwise

comparison of the posterior probabilities of nodes for two independent Bayesian inference

analyses implemented in MRBAYES.

Figure S4.2 AWTY output from the phylogenetic analysis of Pomacanthus showing the

cumulative posterior probabilities of the 18 most variable nodes for trees searched by two

independent Markov Chain Monte Carlo analyses implemented in MRBAYES.

Figure S4.3 Inferred phylogeny of Pomacanthus obtained by Bayesian inference, maximum

likelihood and maximum parsimony analyses of three molecular loci.

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Figure S4.4 AWTY output from the phylogenetic analysis of Pomacanthus showing pairwise

comparisons of the posterior probabilities of nodes for each of four independent Bayesian

inference analyses implemented in BEAST.

Figure S4.5 AWTY output from the phylogenetic analysis of Pomacanthus showing the

cumulative posterior probabilities of the 15 most variable nodes for trees searched by four

independent Markov Chain Monte Carlo analyses implemented in BEAST.

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Figure S4.1 AWTY output from the

phylogenetic analysis of Pomacanthus. The

bivariate plot is a pairwise comparison of

the posterior probabilities of nodes for two

independent Bayesian inference analyses

implemented in MRBAYES. Low correlation

among runs would diagnose lack of

convergence; however, that was not

detected.

Figure S4.2 AWTY

output from the

phylogenetic analysis

of Pomacanthus. Each

plot shows the

cumulative posterior

probabilities of the 18

most variable nodes for

trees searched by two

independent Markov

Chain Monte Carlo

analyses implemented

in MRBAYES: (a)

analysis 1; and (b)

analysis 2. A trend in

the frequency of

posterior probabilities

for nodes diagnoses

lack of convergence,

but was not observed

here.

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Figure S4.3 Inferred phylogeny of Pomacanthus obtained by Bayesian inference (BI), maximum

likelihood (ML) and maximum parsimony (MP) analyses of three loci (12S, 16S and S7). The topology

shown is the best Bayesian tree with bootstrap support values (> 50%) from MP and ML (1000 and 100

bootstrap replicates, respectively) and posterior probabilities from BI (consensus of 36,002 trees).

Asterisks denote 100% support for the node across all three analyses. Sister taxa include

Chaetodontoplus mesoleucus, Chaetodontoplus duboulayi, Pygoplites diacanthus, Holacanthus tricolor,

Holacanthus limbaughi and Holacanthus africanus. Platax orbicularis was used to root the phylogeny.

P. sexstriatus

P. xanthometapon

P. arcuatus

P. navarchus

P. imperator

P. annularis

P. semicirculatus

P. chrysurus

P. asfur

P. rhomboides

P. maculosus

P. paru

H. limbaughi

H. africanus

H. tricolor

P. zonipectus

P. diacanthus

C. duboulayi

C. mesoleucus

P. orbicularis

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188 Figure S4.4 AWTY output from the

phylogenetic analysis of

Pomacanthus. Each bivariate plot is

a pairwise comparison of the

posterior probabilities of nodes for

each of four independent Bayesian

inference analyses implemented in

BEAST. Low correlation among runs

would diagnose lack of

convergence; however, that was not

detected here.

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Figure S4.5 AWTY output from the

phylogenetic analysis of

Pomacanthus. Plots show the

cumulative posterior probabilities of

the 18 most variable nodes for trees

searched by four independent

Markov Chain Monte Carlo analyses

implemented in BEAST: (a) analysis

1; (b) analysis 2; (c) analysis 3; and

(d) analysis 4. A trend in the

frequency of posterior probabilities

for nodes diagnoses lack of

convergence, but was not observed

here.

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Appendix D: Supplementary materials for Chapter 5 The following supplemental accompanies the article

On the relationship between species age and geographical range in reef fishes: are widespread species older than they seem?

Jennifer R. Hodge 1,2, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia

Global Ecology and Biogeography (2014 in press)

TABLES

Table S5.1 Median node age estimates and corresponding 95% highest posterior density

intervals from a maximum clade credibility tree constructed from post-burn-in topologies of six

independent Bayesian analyses of molecular data using nine fossil calibrations implemented in

BEAST.

FIGURES

Figure S5.1 Time-calibrated phylogeny compiled from post burn-in topologies of six

independent Bayesian analyses of molecular data using nine fossil calibrations implemented in

BEAST.

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Figure S5.2 Plots of the log-transformed correlations for (a) all nodes in the phylogeny and

using a sister-species approach with minimum divergence time versus (b) averaged; (c)

randomised; and (d) minimum geographical range.

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Table S5.1 Median node age estimates with corresponding 95% highest posterior density (HPD) intervals

from a maximum clade credibility tree constructed from post-burn-in topologies of six independent

Bayesian Markov Chain Monte Carlo analyses (40 × 106 generations per run) of molecular data and nine

fossil calibration points implemented in BEAST. The data set consisted of molecular sequences (16S

rRNA, 12S rRNA, CO1, cytochrome b, TMO-4C4 and S7 intron 1) for 312 Percomorph fishes used in

the multi-family phylogenetic analyses (Chapters 5–7).

Genus Species Median age (Ma) 95 % HPD (Ma) Chaetodontidae Lower bound Upper bound Amphichaetodon howensis 4.664 1.225 10.41 Amphichaetodon melbae 4.664 1.225 10.41 Chaetodon adiergastos 0.7242 0.0001546 1.985 Chaetodon argentatus 6.302 3.674 9.631 Chaetodon aureofasciatus 1.857 0.3916 3.964 Chaetodon auriga 2.209 0.8929 3.856 Chaetodon auripes 2.540 0.9352 4.240 Chaetodon austriacus 1.497 0.4979 2.896 Chaetodon baronessa 4.918 1.839 8.988 Chaetodon bennetti 6.649 4.105 9.618 Chaetodon blackburnii 7.202 4.531 10.05 Chaetodon burgessi 1.006 0.2109 2.342 Chaetodon capistratus 5.971 3.039 9.322 Chaetodon citrinellus 4.041 1.851 6.537 Chaetodon collare 3.729 2.484 5.217 Chaetodon decussatus 2.209 0.8929 3.856 Chaetodon dolosus 1.466 0.5252 2.602 Chaetodon ephippium 3.640 1.330 6.668 Chaetodon falcula 0.7941 0.2603 1.554 Chaetodon fasciatus 0.8894 0.2672 1.741 Chaetodon flavirostris 0.7242 0.0001546 1.985 Chaetodon fremblii 9.718 6.654 12.89 Chaetodon guentheri 2.013 0.9684 3.329 Chaetodon guttatissimus 1.249 0.4980 2.425 Chaetodon hoefleri 13.08 6.662 20.19 Chaetodon humeralis 9.373 6.673 12.55 Chaetodon interruptus 1.558 0.4509 3.229 Chaetodon kleinii 0.3655 0.06169 0.9483 Chaetodon larvatus 4.918 1.839 8.988 Chaetodon lineolatus 2.445 1.312 3.809 Chaetodon lunula 0.8894 0.2672 1.741 Chaetodon lunulatus 3.170 1.559 5.338 Chaetodon madagaskariensis 0.7523 0.1787 1.598 Chaetodon marleyi 10.35 6.048 15.50 Chaetodon melannotus 1.162 0.3786 2.433 Chaetodon mertensii 0.4726 0.03071 1.275 Chaetodon mesoleucos 3.946 1.410 7.141 Chaetodon meyeri 3.476 1.808 5.695 Chaetodon miliaris 1.219 0.3221 2.389 Chaetodon mitratus 1.006 0.2109 2.342 Chaetodon multicinctus 0.2885 0.06392 0.6570 Chaetodon ocellatus 10.96 7.928 14.49 Chaetodon ocellicaudus 1.162 0.3786 2.433 Chaetodon octofasciatus 1.857 0.3916 3.964 Chaetodon ornatissimus 2.732 1.325 4.617 Chaetodon oxycephalus 1.486 0.6583 2.556 Chaetodon paucifasciatus 0.4726 0.03071 1.275 Chaetodon pelewensis 0.4576 0.1276 0.9471 Chaetodon plebeius 5.250 2.913 8.133

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Genus Species Median age (Ma) 95 % HPD (Ma) Chaetodontidae cont. Lower bound Upper bound Chaetodon punctatofasciatus 0.2885 0.06392 0.6570 Chaetodon quadrimaculatus 4.041 1.851 6.537 Chaetodon rafflesii 3.946 1.410 7.141 Chaetodon rainfordi 5.243 3.013 7.965 Chaetodon reticulatus 2.732 1.325 4.617 Chaetodon robustus 13.08 6.662 20.19 Chaetodon sanctaehelenae 1.219 0.3221 2.389 Chaetodon sedentarius 1.466 0.5252 2.602 Chaetodon selene 8.100 4.438 12.28 Chaetodon semeion 6.247 3.105 9.816 Chaetodon semilarvatus 3.276 1.820 4.940 Chaetodon speculum 3.390 1.503 5.799 Chaetodon striatus 5.971 3.039 9.322 Chaetodon tinkeri 2.135 0.3973 5.768 Chaetodon trichrous 0.3655 0.06169 0.9483 Chaetodon tricinctus 12.66 9.282 16.33 Chaetodon trifascialis 10.06 6.835 13.59 Chaetodon trifasciatus 1.497 0.4979 2.896 Chaetodon ulietensis 0.7941 0.2603 1.554 Chaetodon unimaculatus 1.558 0.4509 3.229 Chaetodon vagabundus 3.389 1.731 5.255 Chaetodon wiebeli 2.540 0.9352 4.240 Chaetodon xanthocephalus 3.640 1.330 6.668 Chaetodon xanthurus 0.7523 0.1787 1.598 Chaetodon zanzibarensis 3.390 1.503 5.799 Chelmon marginalis 1.684 0.6321 3.121 Chelmon muelleri 4.425 2.133 7.628 Chelmon rostratus 1.684 0.6321 3.121 Chelmonops curiosus 1.418 0.2735 3.619 Chelmonops truncatus 1.418 0.2735 3.619 Coradion altivelis 3.079 1.229 5.467 Coradion chrysozonus 3.079 1.229 5.467 Coradion melanopus 5.550 2.901 8.946 Forcipiger flavissimus 7.971 3.649 13.26 Forcipiger longirostris 7.971 3.649 13.26 Hemitaurichthys polylepis 0.2232 0.01580 0.6504 Hemitaurichthys thompsoni 4.429 1.967 7.732 Hemitaurichthys zoster 0.2232 0.01580 0.6504 Heniochus acuminatus 3.164 1.396 5.277 Heniochus chrysostomus 9.746 6.567 13.10 Heniochus diphreutes 3.164 1.396 5.277 Heniochus monoceros 3.274 1.503 5.633 Heniochus pleurotaenia 2.498 0.5871 5.329 Heniochus singularius 3.274 1.503 5.633 Heniochus varius 2.498 0.5871 5.329 Johnrandallia nigrirostris 14.00 9.730 18.95 Parachaetodon ocellatus 13.91 10.43 17.68 Labridae Anampses caeruleopunctatus 0.5373 0.1307 1.204 Anampses chrysocephalus 1.512 0.5776 2.841 Anampses cuvier 10.08 6.142 14.25 Anampses elegans 14.80 10.67 19.73 Anampses femininus 7.198 3.787 10.98 Anampses geographicus 19.24 13.59 26.28 Anampses lennardi 0.5373 0.1307 1.204 Anampses lineatus 4.058 2.211 6.378 Anampses melanurus 1.512 0.5776 2.841 Anampses meleagrides 7.761 4.929 11.04

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Genus Species Median age (Ma) 95 % HPD (Ma) Labridae cont. Lower bound Upper bound Anampses neoguinaicus 7.621 4.353 11.39 Anampses twistii 7.621 4.353 11.39 Bolbometopon muricatum 17.47 12.91 22.58 Centrolabrus caeruleus 0.9127 0.2128 1.873 Centrolabrus exoletus 0.4775 0.08054 1.268 Centrolabrus trutta 0.9127 0.2128 1.873 Chlorurus atrilunula 0.6688 0.08743 1.813 Chlorurus bleekeri 2.756 1.402 4.429 Chlorurus bowersi 3.839 2.278 5.862 Chlorurus capistratoides 0.6688 0.08743 1.813 Chlorurus cyanescens 1.510 0.4230 3.209 Chlorurus enneacanthus 0.9664 0.1759 2.315 Chlorurus frontalis 0.9664 0.1759 2.315 Chlorurus gibbus 2.030 0.9095 3.641 Chlorurus japanensis 6.915 4.924 9.370 Chlorurus microrhinos 0.7725 0.09398 2.067 Chlorurus oedema 0.4659 0.04009 1.258 Chlorurus perspicillatus 9.132 5.801 13.56 Chlorurus rhakoura 0.4659 0.04009 1.258 Chlorurus sordidus 2.668 1.425 4.512 Chlorurus spilurus 2.668 1.425 4.512 Chlorurus strongylocephalus 0.7725 0.09398 2.067 Cryptotomus roseus 24.57 15.80 32.88 Diproctacanthus xanthurus 14.70 7.351 23.78 Epibulus brevis 4.286 1.035 9.545 Epibulus insidiator 4.286 1.035 9.545 Gomphosus caeruleus 3.444 1.420 7.054 Gomphosus varius 3.444 1.420 7.054 Haletta semifasciata 4.118 1.595 7.680 Hemigymnus fasciatus 7.732 3.154 14.29 Hemigymnus melapterus 7.732 3.154 14.29 Hipposcarus harid 5.944 2.535 11.62 Hipposcarus longiceps 5.944 2.535 11.62 Labrichthys unilineatus 22.36 13.80 32.22 Lachnolaimus maximus 58.63 50.00 69.86 Larabicus quadrilineatus 14.70 7.351 23.78 Leptoscarus vaigiensis 35.86 28.45 44.49 Neodax balteatus 4.118 1.595 7.680 Odax acroptilus 22.16 15.09 30.34 Odax cyanoallix 7.656 3.293 13.30 Odax cyanomelas 18.12 11.26 25.44 Odax pullus 7.656 3.293 13.30 Ophthalmolepis lineolata 31.98 24.79 41.79 Oxyjulis californica 27.74 18.66 37.36 Pseudodax moluccanus 49.39 38.73 60.77 Scarus altipinnis 2.529 1.26 4.048 Scarus arabicus 5.984 2.570 10.36 Scarus chameleon 0.7034 0.1547 1.596 Scarus coelestinus 2.682 1.203 4.621 Scarus coeruleus 3.863 1.324 6.899 Scarus collana 10.80 7.544 14.48 Scarus compressus 1.021 0.2543 2.100 Scarus dimidiatus 3.780 2.068 5.603 Scarus dubius 2.308 0.9034 4.183 Scarus falcipinnis 0.6932 0.1212 1.539 Scarus ferrugineus 1.640 0.5244 3.139 Scarus festivus 0.7034 0.1547 1.596 Scarus flavipectoralis 3.588 1.489 6.071

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Genus Species Median age (Ma) 95 % HPD (Ma) Labridae cont. Lower bound Upper bound Scarus forsteni 4.472 2.565 6.562 Scarus frenatus 6.094 3.660 8.572 Scarus fuscopurpureus 4.245 2.259 6.637 Scarus ghobban 1.021 0.2543 2.100 Scarus globiceps 1.021 0.2543 2.100 Scarus guacamaia 0.5693 0.08921 1.409 Scarus hoefleri 4.820 2.456 7.700 Scarus hypselopterus 3.588 1.489 6.071 Scarus iseri 8.033 5.490 10.66 Scarus koputea 4.197 1.734 7.079 Scarus longipinnis 2.308 0.9034 4.183 Scarus niger 3.780 2.068 5.603 Scarus oviceps 1.380 0.4725 2.723 Scarus ovifrons 5.984 2.570 10.36 Scarus perrico 4.820 2.456 7.700 Scarus persicus 1.640 0.5244 3.139 Scarus prasiognathos 0.6932 0.1212 1.539 Scarus psittacus 9.023 6.350 12.32 Scarus quoyi 4.197 1.734 7.079 Scarus rivulatus 0.9119 0.2255 1.991 Scarus rubroviolaceus 2.669 1.132 4.502 Scarus russelii 4.245 2.259 6.637 Scarus scaber 1.380 0.4725 2.723 Scarus schlegeli 5.276 3.152 7.714 Scarus spinus 2.274 0.8596 4.215 Scarus taeniopterus 2.019 0.7149 3.791 Scarus tricolor 4.472 2.565 6.562 Scarus trispinosus 0.5693 0.08921 1.409 Scarus vetula 3.863 1.324 6.899 Scarus viridifucatus 2.274 0.8596 4.215 Scarus xanthopleura 6.467 3.824 9.364 Scarus zelindae 2.019 0.7149 3.791 Scarus zufar 7.428 4.960 10.10 Symphodus bailloni 6.715 4.505 9.375 Symphodus cinereus 7.608 5.265 10.57 Symphodus doderleini 5.989 2.426 10.02 Symphodus mediterraneus 5.096 2.914 7.792 Symphodus melanocercus 0.4775 0.08054 1.268 Symphodus melops 0.5752 0.19 1.146 Symphodus ocellatus 5.989 2.426 10.02 Symphodus roissali 0.5752 0.19 1.146 Symphodus rostratus 5.317 3.255 7.692 Symphodus tinca 5.096 2.914 7.792 Tautoga onitis 17.78 8.090 28.94 Tautogolabrus adspersus 17.78 8.090 28.94 Thalassoma amblycephalum 3.829 2.105 5.873 Thalassoma ascensionis 1.423 0.4163 3.025 Thalassoma ballieui 8.712 4.094 14.84 Thalassoma bifasciatum 3.359 1.432 5.991 Thalassoma cupido 3.375 1.720 5.356 Thalassoma duperrey 0.5995 0.1121 1.285 Thalassoma genivittatum 1.539 0.8012 2.572 Thalassoma grammaticum 0.5995 0.1121 1.285 Thalassoma hardwicke 6.871 3.871 10.19 Thalassoma hebraicum 5.328 2.895 8.484 Thalassoma jansenii 6.871 3.871 10.19 Thalassoma loxum 3.375 1.720 5.356 Thalassoma lucasanum 2.145 0.9822 3.569

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Genus Species Median age (Ma) 95 % HPD (Ma) Labridae cont. Lower bound Upper bound Thalassoma lunare 10.12 7.312 13.37 Thalassoma lutescens 1.961 1.027 3.172 Thalassoma newtoni 3.673 1.686 6.158 Thalassoma noronhanum 3.359 1.432 5.991 Thalassoma pavo 8.459 5.079 12.42 Thalassoma purpureum 1.554 0.5377 2.961 Thalassoma quinquevittatum 9.213 5.945 12.66 Thalassoma robertsoni 2.145 0.9822 3.569 Thalassoma rueppellii 0.9532 0.4111 1.715 Thalassoma sanctaehelenae 1.423 0.4163 3.025 Thalassoma septemfasciatum 8.712 4.094 14.84 Thalassoma trilobatum 1.554 0.5377 2.961 Thalassoma virens 5.219 3.187 7.454 Xiphocheilus typus 39.55 29.81 49.99 Pomacanthidae Holacanthus africanus 8.880 5.560 13.05 Holacanthus bermudensis 0.3457 0.03093 0.9602 Holacanthus ciliaris 0.3457 0.03093 0.9602 Holacanthus clarionensis 0.1722 0.001940 0.5250 Holacanthus limbaughi 0.5038 0.1057 1.187 Holacanthus passer 0.1722 0.001940 0.5250 Holacanthus tricolor 6.649 3.905 10.16 Pomacanthus annularis 8.952 4.934 13.31 Pomacanthus arcuatus 2.398 0.9885 4.268 Pomacanthus asfur 5.759 3.645 8.297 Pomacanthus chrysurus 3.210 1.527 5.376 Pomacanthus imperator 8.952 4.934 13.31 Pomacanthus maculosus 3.948 2.210 5.884 Pomacanthus navarchus 8.757 4.776 13.51 Pomacanthus paru 2.398 0.9885 4.268 Pomacanthus rhomboides 4.870 3.007 7.040 Pomacanthus semicirculatus 3.210 1.527 5.376 Pomacanthus sexstriatus 3.274 1.340 6.018 Pomacanthus xanthometapon 3.274 1.340 6.018 Pomacanthus zonipectus 4.808 2.544 7.890 Pygoplites diacanthus 13.47 8.760 18.97 Epinephelidae Aethaloperca rogaa 27.97 20.32 37.86 Alphestes afer 4.590 2.322 7.403 Alphestes immaculatus 3.154 1.291 5.508 Alphestes multiguttatus 3.154 1.291 5.508 Anyperodon leucogrammicus 17.87 11.90 25.36 Dermatolepis dermatolepis 4.319 2.055 7.225 Dermatolepis inermis 3.112 1.268 5.564 Dermatolepis striolata 3.112 1.268 5.564 Gracila albomarginata 29.17 17.90 41.51 Mycteroperca acutirostris 0.4565 0.004133 1.553 Mycteroperca bonaci 1.618 0.6392 2.948 Mycteroperca fusca 5.787 2.247 9.765 Mycteroperca interstitialis 2.689 1.201 4.351 Mycteroperca jordani 3.580 1.899 5.512 Mycteroperca microlepis 6.888 4.758 9.403 Mycteroperca olfax 3.776 2.028 5.635 Mycteroperca phenax 0.1549 0.000001878 0.7431 Mycteroperca prionura 3.776 2.028 5.635 Mycteroperca rosacea 3.040 1.554 4.836 Mycteroperca rubra 0.4565 0.004133 1.553 Mycteroperca tigris 3.040 1.554 4.836

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Genus Species Median age (Ma) 9 5% HPD (Ma) Epinephelidae cont. Lower bound Upper bound Mycteroperca venenosa 1.618 0.6392 2.948 Mycteroperca xenarcha 0.1549 0.000001878 0.7431 Niphon spinosus 51.32 29.49 69.90 Paranthias colonus 2.509 0.8494 5.361 Paranthias furcifer 2.509 0.8494 5.361 Plectropomus areolatus 3.691 1.579 6.102 Plectropomus laevis 3.322 1.571 5.680 Plectropomus leopardus 3.691 1.579 6.102 Plectropomus maculatus 2.957 1.485 4.681 Plectropomus oligacanthus 3.322 1.571 5.680 Plectropomus pessuliferus 2.957 1.485 4.681 Plectropomus punctatus 7.243 4.597 10.26 Saloptia powelli 23.88 13.84 36.50 Variola albimarginata 5.599 2.352 10.43 Variola louti 5.599 2.352 10.43 Fossil Calibration Taxa Acanrthurus nigricans 45.34 22.60 57.48 Ambloplites rupestris 16.58 15.80 17.96 Archoplites interruptus 16.58 15.80 17.96 Bodianus mesothorax 52.08 41.61 64.12 Calatomus carolinus 30.64 24.42 38.03 Cetoscarus bicolor 17.47 12.91 22.58 Gazza minuta 17.57 12.23 27.83 Leiognathus equulus 17.57 12.23 27.83 Luvarus imperialis 45.34 22.60 57.48 Naso lituratus 40.99 20.01 55.92 Prognathodes aculeatus 28.45 22.91 34.71 Sparisoma chrysopterum 24.57 15.80 32.88 Zanclus cornutus 40.99 20.01 55.92 Outgroup Taxa Opsanus pardus 43.56 13.93 79.73 Porichthys notatus 43.56 13.93 79.73

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Figure S5.1 Time-calibrated phylogeny of 312 Percomoph fishes compiled from post burn-in topologies

of six independent Bayesian Markov Chain Monte Carlo analyses (40 × 106 generations per run) using

nine fossil calibration points implemented in BEAST. Molecular data included four mitochondrial loci

(16S rRNA, 12S rRNA, CO1, cytochrome b) and two nuclear loci (TMO-4C4, S7 intron 1); see Table

S2.5 in Appendix A for partitioning scheme. Nodes represent median ages from a maximum clade-

credibility tree (values provided in Table S5.1 above, along with corresponding 95% highest posterior

density intervals). Branch colours subtending nodes indicate posterior probability for the node:

black > 75%; blue 50–74%; and red < 49%. • indicates nodes calibrated with priors based on fossil data

(Table S2.4, Appendix A). Time scale is in millions of years before present.

255075100125150

Symphodus doderleini

Thalassoma hardw

icke

Scarus prasiognathos

Naso lituratus

Cha

etod

on m

adag

aska

riens

is

Chaetodon rainfordi

Chaetodon striatus

Pomacanthus annularis

Mycteroperca olfax

Pomacanthus navarchus

Cha

etod

on x

anth

urus

Chaet

odon

aus

triac

usSca

rus festi

vus

Zanclus cornutus

Thalassoma trilobatum

Anampses elegans

Cha

etod

on g

utta

tissi

mus

Thalassoma loxum

Chaetodon semilarvatus

Mycteroperca xenarcha

Thalassoma pavo

Chl

orur

us r

hako

ura

Dermatolepis striolata

Chaetodon octofasciatus

Heniochus pleurotaenia

Mycteroperca bonaci

Chl

orur

us a

trilu

nula

Pomacanthus sem

icirculatus

Cha

etod

on tr

ichr

ous

Cha

etod

on p

unct

atof

asci

atus

Symphodus bailloni

Anampses caeruleopunctatus

Chelm

on marginalis

Chaetodon ulietensis

Paranthias furcifer

Alphestes multiguttatus

Mycteroperca acutirostris

Mycteroperca prionura

Variola louti

Chaetodon melannotus

Haletta semifasciata

Chaetodon mesoleucos

Leiognathus equulus

Scar

us c

olla

na

Plectropomus areolatus

Chaetodon trici

nctus

Chaetodon oxycephalusPlectropomus pessuliferus

Scar

us ru

ssel

ii

Symphodus mediterraneus

Thalassoma am

blycephalum

Hemigym

nus melapterus

Centrolabrus caeruleus

Thalassoma robertsoni

Grammistes sexlineatus

Scar

us fu

scop

urpu

reus

Scar

us o

vifro

nsAnampses chrysocephalus

Holacanthus ciliarisSca

rus zelindae

Archoplites interruptus

Chaetodon ocellatus

Chl

orur

us s

ordi

dus

Cha

etod

on u

nim

acul

atus

Epibulus brevis

Pomacanthus chrysurus

Chaet

odon

retic

ulat

us

Mycteroperca microlepis

Chl

orur

us b

ower

si

Ambloplites rupestris

Plectropomus laevis

Diproctacanthus xanthurus

Larabicus quadrilineatus

Scar

us a

rabi

cus

Chaetodon auriga

Holacanthus limbaughi

Holacanthus passer

Thalassoma new

toni

Coradion m

elanopus

Chl

orur

us e

nnea

cant

hus

Scarus persicus

Anampses meleagrides

Saloptia powelli

Pseudodax moluccanus

Chaetodon speculum

Holacanthus africanus

Pomacanthus paru

Chaetodon trifascialis

Chaetodon decussatus

Anampses twistii

Hemigym

nus fasciatusScaru

s lo

ngip

inni

s

Chaetodon ephippium

Odax cyanomelas

Spa

risom

a ch

ryso

pter

um

Dermatolepis dermatolepis

Chaetodon rafflesii

Symphodus rostratus

Bol

bom

etop

on m

uric

atum

Scarus scaber

Hem

itaurichthys thompsoni

Variola albimarginata

Oxyjulis californica

Scarus c

hameleon

Symphodus roissali

Thalassoma ascensionis

Cha

etod

on p

elew

ensi

s

Thalassoma genivittatum

Scaru

s coe

ruleu

s

Chaetodon humeralis

Scarus r

ivulatus

Holacanthus bermudensis

Chaetodon xanthocephalus

Scarus tricolorSymphodus melanocercus

Chaetodon lineolatus

Chaetodon vagabundus

Pomacanthus im

perator

Scaru

s vetu

la

Chelm

onops truncatus

Dermatolepis inermis

Chaetodon semeion

Chaet

odon

sed

enta

rius

Cha

etod

on q

uadr

imac

ulat

us

Scarus oviceps

Chl

orur

us s

tron

gylo

ceph

alus

Anampses lineatus

Pomacanthus m

aculosus

Scarus i

seri

Scarus g

lobiceps

Opsanus pardus

Chaet

odon

orn

atiss

imus

Scar

us p

sitta

cus

Neoodax balteatus

Pomacanthus rhom

boides

Chaetodon zanzibarensis

Chl

orur

us m

icro

rhin

os

Lachnolaimus maximus

Anampses melanurus

Luvarus imperialis

Scarus viridifucatus

Holacanthus tricolor

Cha

etod

on a

rgen

tatu

s

Chl

orur

us p

ersp

icill

atus

Gom

phosus caeruleusC

hlor

urus

spi

luru

s

Chaetodon larva

tus

Pomacanthus sexstriatus

Paranthias colonus

Scaru

s per

rico

Scarus falcipinnis

Chelm

on rostratus

Thalassoma lucasanum

Chaet

odon

trifa

sciat

us

Plectropomus punctatus

Cha

etod

on m

itrat

us

Chl

orur

us b

leek

eri

Am

phichaetodon melbae

Pomacanthus xanthom

etopon

Chaetodon wiebeli

Scarus ghobban

Odax pullusOdax acroptilus

Plectropomus maculatus

Aethaloperca rogaa

Anyperodon leucogrammicus

Anampses lennardi

Chaet

odon

gue

nthe

ri

Chelm

onops curiosus

Chaetodon lunula

Scaru

s kop

utea

Pomacanthus arcuatus

Gom

phosus varius

Scarus compressus

Thalassoma sanctaehelenae

Pomacanthus asfur

Symphodus melops

Chl

orur

us o

edem

a

Scarus niger

Cha

etod

on b

urge

ssi

Chaetodon auripes

Thalassoma purpureum

Alphestes immaculatus

Thalassoma virens

Scarus altipinnis

Acanthurus nigricans

Xiphocheilus typusCratinus agassizii

Chae

todo

n m

iliar

is

Chaeto

don b

aron

essa

Holacanthus clarionensis

Forcipiger longirostris

Symphodus cinereus

Scarus taeniopterus

Leptoscarus vaigiensis

Scaru

s quo

yi

Scarus zufar

Aporops bilinearisH

eniochus singularius

Chae

todo

n sa

ncta

ehel

enae

Symphodus ocellatus

Odax cyanoallix

Chaetodon selene

Thalassoma noronhanum

Chl

orur

us fr

onta

lis

Mycteroperca jordani

Cha

etod

on m

erte

nsii

Anampses neoguinaicus

Alphestes afer

Coradion altivelis

Chaetodon flavirostris

Chaetodon falcula

Cha

etod

on fr

embl

ii

Chaetodon adiergastos

Mycteroperca rubra

Tautoga onitis

Scar

us s

chle

geli

Tautogolabrus adspersus

Scarus dimidiatus

Anampses femininus

Mycteroperca tigris

Porichthys notatusBodianus mesothorax

Epibulus insidiator

Centrolabrus trutta

Chaet

odon

mey

eri

Ophthalm

olepis lineolata

Scaru

s hoe

fleri

Chaet

odon

dol

osus

Centrolabrus exoletus

Chaet

odon

lunu

latus

Mycteroperca venenosa

Scarus spinus

Anampses geographicus

Cha

etod

on ti

nker

i

Plectropomus leopardus

Scarus coelestinusScarus xanthopleura

Mycteroperca fusca

Thalassoma septem

fasciata

Scarus trispinosus

Symphodus tinca

Mycteroperca interstitialis

Pomacanthus zonipectus

Cha

etod

on b

lack

burn

ii

Thalassoma hebraicum

Scarus forsteni

Scarus frenatus

Cha

etod

on m

ultic

inct

us

Zalanthias kelloggi

Gazza minuta

Chl

orur

us ja

pane

nsis

Chaet

odon

mar

leyi

Chaetodon aureofasciatus

Scar

us h

ypse

lopt

erus

Mycteroperca rosacea

Pygoplites diacanthus

Scarus ferrugineus

Chaetodon fasciatus

Heniochus varius

Chaetodon collare

Scar

us d

ubiu

sMycteroperca phenax

Chelm

on muelleri

Anampses cuvier

Cha

etod

on c

itrin

ellu

s

Thalassoma lunare

Thalassoma quinquevittatum

Cha

etod

on h

oefle

ri

Forcipiger flavissimus

Plectropomus oligacanthus

Chaetodon plebeius

Thalassoma ballieui

Pro

gnat

hode

s ac

ulea

tus

Thalassoma cupido

Chlorurus gibbus

Scar

us fl

avip

ecto

ralis

Labrichthys unilineatus

Chaetodon capistratus

Parachaetodon oce

llatus

Niphon spinosus

Coradion chrysozonus

Gracila albomarginata

Chaetodon ocellicaudus

Scarus rubroviolaceus

Chl

orur

us c

apis

trat

oide

s

Scarus guacamaia

Chaetodon bennetti

Cha

etod

on p

auci

fasc

iatu

s

Cha

etod

on in

terr

uptu

s

Cha

etod

on k

lein

ii

Cha

etod

on r

obus

tus

Hen

ioch

us d

iphr

eute

sH

enio

chus

acu

min

atus

Hen

ioch

us m

onoc

eros

Heniochus chrysostom

us

Johnrandallia nigrirostris

Hem

itaurichthys polylepis

Hem

itaurichthys zoster

Am

phichaetodon howensis

Chl

orur

us c

yane

scen

sC

etos

caru

s bi

colo

rH

ippo

scar

us lo

ngic

eps

Hip

posc

arus

har

idC

rypt

otom

us r

oseu

sC

alot

omus

car

olin

us

Thalassoma duperrey

Thalassoma gram

maticum

Thalassoma rueppellii

Thalassoma lutescens

Thalassoma jansenii

Thalassoma bifasciatum

ChaetodontidaePomacanthidae

Serra

nida

e

Labridae

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199

Figure S5.2 All analytical approaches were repeated using log-transformed data and linear regression.

Linear models were not plotted unless the relationship was significant. (a) No significant linear log-log

relationship was detected between geographical range and species age across all nodes in the phylogeny

(r 2 = 0.00544; n = 293; d.f. = 1, 291; F = 1.59; P = 0.208). (b) No significant linear log-log relationship

was detected between average geographical range area (calculated as the mean of two sister-species

ranges) and species’ age for all sister-pairs (r 2 = 0.0247; n = 91; d.f. = 1, 89; F = 2.26; P = 0.137). (c)

Using a sister-species approach and randomly selecting one of two geographical ranges per sister-pair,

this plot shows the relationship between the log-transformed variables for the most significant

randomised replicate (9.3% of 1000 bootstrapped replicates were significant; the range of statistical

values across all 93 significant replicates: r 2 = 0.0993–0.0427; n = 91; d.f. = 1, 89; F = 9.82–3.97; P =

0.00234–0.0495). (d) A marginally non-significant linear log-log relationship was detected between

minimum geographical range and species age (r 2 = 0.0419; n = 91; d.f. = 1, 89; F = 3.89; P = 0.0516). If a

type II error produced a false non-significant result in this analysis and there were a significant

relationship between the log-transformed data, it would suggest that as species age their geographical

ranges increase exponentially. Such a pattern may be consistent with the ‘stasis post-expansion’ or ‘taxon

cycle’ theoretical models of geographical range evolution if range expansion occurs rapidly.

1112

1314

15

Log-divergence time–2 –1 0 1 2 3 4

16Lo

g-ge

ogra

phic

al ra

nge

(a) (b)

17

(c)

Min

imum

log-

geog

raph

ical

rang

e11

1213

1415

16

–2 –1 0 1 2Log-minimum divergence time

(d)

Log-

geog

raph

ical

rang

e4.

55.

05.

56.

06.

57.

0

–0.5 0.0 0.5 1.0Log-minimum divergence time

Ave

rage

log-

geog

raph

ical

rang

e

Log-minimum divergence time

4.5

5.0

5.5

6.0

6.5

7.0

–0.5 0.0 0.5 1.0

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Appendix E: Supplementary materials for Chapter 6 The following supplemental accompanies the article

Temporal evolution of coral reef fishes: global patterns and disparity in isolated locations

Jennifer R. Hodge 1,2,3, Lynne van Herwerden 1,3, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia 3Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville,

Qld, 4811, Australia

Journal of Biogeography 41(11): 2115–2127 (2014)

TABLES

Table S6.1 The number of species per genus and the proportion of missing extant species in the

multi-family phylogenetic tree.

REFERENCE LIST

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Table S6.1 The total number of extant, nominal species for each genus included in the multi-family

phylogenetic analyses; the number of extant, nominal species missing from the multi-family phylogenetic

analyses, and the resultant proportion of missing extant, nominal species for each genus. Species

descriptions were obtained from the IUCN Red List (IUCN, 2011) and FishBase

(http://www.fishbase.org/).

Genus Total No. constituent species

No. missing extant species

Percent missing extant species

Chaetodontidae Amphichaetodon 2 0 0 Chaetodon 87 15 17.2 Chelmon 3 0 0 Chelmonops 2 0 0 Coradion 3 0 0 Forcipiger 2 0 0 Hemitaurichthys 4 1 25.0 Heniochus 8 1 12.5 Jonhrandallia 1 0 0 Parachaetodon 1 0 0 Labridae Anampses 12 0 0 Bolbometopon 1 0 0 Centrolabrus 3 0 0 Chlorurus 18 2 11.1 Cryptotomus 1 0 0 Diproctacanthus 1 0 0 Epibulus 2 0 0 Gomphosus 2 0 0 Haletta 1 0 0 Hemigymnus 2 0 0 Hipposcarus 2 0 0 Labrichthys 1 0 0 Lachnolaimus 1 0 0 Larabicus 1 0 0 Leptoscarus 1 0 0 Neodax 1 0 0 Odax 4 0 0 Ophthalmolepis 1 0 0 Oxyjulis 1 0 0 Pseudodax 1 0 0 Scarus 52 6 11.5 Symphodus 10 0 0 Tautoga 1 0 0 Tautogolabrus 1 0 0 Thalassoma 28 2 7.1 Xiphocheilus 1 0 0 Pomacanthidae Holacanthus 8 1 12.5 Pomacanthus 13 0 0 Pygoplites 1 0 0 Epinephelidae Aethaloperca 1 0 0 Alphestes 3 0 0 Anyperodon 1 0 0 Aporops 1 0 0 Dermatolepis 3 0 0 Cratinus 1 0 0 Gracila 1 0 0

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Genus Total number of constituent species

Number of missing extant species

Percentage of missing extant species

Epinephelidae cont.

Grammistes 1 0 0 Mycteroperca 15 1 6.7 Niphon 1 0 0 Paranthias 2 0 0 Plectropomus 7 1 14.3 Saloptia 1 0 0 Variola 2 0 0 Zalanthias 1 0 0

References

IUCN (2011) IUCN Red List of Threatened Species. Version 2011.2. Available at:

http://www.iucnredlist.org/.

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Appendix F: Supplementary materials for Chapter 7 The following supplemental accompanies the article

The geography of speciation in coral reef fishes

Jennifer R. Hodge 1,2, David R. Bellwood 1,2

1School of Marine and Tropical Biology, James Cook University, Townsville, Qld, 4811, Australia 2Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University,

Townsville, Qld, 4811, Australia

Submitted for publication

FIGURES

Figure S7.1 Map showing allopatric spits that did not show congruence and/or align with a

single previously described biogeographical barrier.

REFERENCE LIST

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Figure S7.1 Allopatric spits classified as ‘other’ (n = 13) that did not show congruence and/or align with a single previously described biogeographical barrier are mapped as

grey lines. The area of likely vicariance was ambiguous for most of these splits because the distance between their sister-species distributions was large enough to span

multiple biogeographical barriers (see Figure 7.2a for location of all previously described barriers considered herein). However, some of the remaining splits did solely

correspond to previously described barriers, including: II, n, o, and q (cf. Bellwood & Wainwright, 2002; Rocha et al., 2007; Floeter et al., 2008; Luiz et al., 2012). The

average degree of symmetry for these splits is plotted in Figure 7.2c, and was not significantly different from a random distribution of mean values drawn from the full pool

of allopatric sister-species.

o

II

n q

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References

Bellwood, D.R. & Wainwright, P.C. (2002) The history and biogeography of fishes on coral

reefs. Coral Reef Fishes: Dynamics and Diversity in a Complex System (ed. by P.F.

Sale), pp. 5–32. Academic Press, New York.

Luiz, O.J., Madin, J.S., Robertson, D.R., Rocha, L.A., Wirtz, P. & Floeter, S.R. (2012)

Ecological traits influencing range expansion across large oceanic dispersal barriers:

insights from tropical Atlantic reef fishes. Proceedings of the Royal Society B:

Biological Sciences, 279, 1033–1040.

Rocha, L.A., Craig, M.T. & Bowen, B.W. (2007) Phylogeography and the conservation of coral

reef fishes. Coral Reefs, 26, 513–513.

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Appendix G: Publications arising from thesis

Hodge, J. R., Read, C. I., van Herwerden, L. & Bellwood, D. R. (2012) The role of peripheral

endemism in species diversification: evidence from the coral reef fish genus Anampses

(Family: Labridae). Molecular Phylogenetics and Evolution 62(2), 653–663. doi:

10.1016/j.ympev.2011.11.007

Hodge, J. R., Read, C. I., Bellwood, D. R. & van Herwerden, L. (2013) Evolution of sympatric

species: a case study of the coral reef fish genus Pomacanthus (Family:

Pomacanthidae). Journal of Biogeography 40(9), 1676–1687. doi: 10.1111/jbi.12124

Hodge, J. R., van Herwerden, L. & Bellwood, D. R. (2014) Temporal evolution of coral reef

fishes: global patterns and disparity in isolated locations. Journal of Biogeography

41(11), 2115–2127. doi: 10.1111/jbi.12356

Hodge, J. R., & Bellwood, D. R. (2014 in press) On the relationship between species age and

geographical range in reef fishes: are widespread species older than they seem? Global

Ecology and Biogeography.

Hodge, J. R., & Bellwood, D. R. (2014 submitted) The geography of speciation in coral reef

fishes.

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The role of peripheral endemism in species diversification: Evidencefrom the coral reef fish genus Anampses (Family: Labridae)

Jennifer R. Hodge a,b,c,⇑, Charmaine I. Read a,c, Lynne van Herwerden a,c, David R. Bellwood a,b

a School of Marine and Tropical Biology, James Cook University, Townsville, Qld 4811, AustraliabAustralian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Qld 4811, AustraliacMolecular Evolution and Ecology Lab, James Cook University, Townsville, Qld 4811, Australia

a r t i c l e i n f o

Article history:Received 24 July 2011Revised 9 November 2011Accepted 9 November 2011Available online 23 November 2011

Keywords:Evolutionary historyMolecular phylogenyAge estimationSuccessive divisionSuccessive colonisationPeripheral budding

a b s t r a c t

We examined how peripherally isolated endemic species may have contributed to the biodiversity of theIndo-Australian Archipelago biodiversity hotspot by reconstructing the evolutionary history of thewrasse genus Anampses. We identified three alternate models of diversification: the vicariance-based‘successive division’ model, and the dispersal-based ‘successive colonisation’ and ‘peripheral budding’models. The genus was well suited for this study given its relatively high proportion (42%) of endemicspecies, its reasonably low diversity (12 species), which permitted complete taxon sampling, and itswidespread tropical Indo-Pacific distribution. Monophyly of the genus was strongly supported by threephylogenetic analyses: maximum parsimony, maximum likelihood, and Bayesian inference based onmitochondrial CO1 and 12S rRNA and nuclear S7 sequences. Estimates of species divergence times fromfossil-calibrated Bayesian inference suggest that Anampses arose in the mid-Eocene and subsequentlydiversified throughout the Miocene. Evolutionary relationships within the genus, combined with limitedspatial and temporal concordance among endemics, offer support for all three alternate models of diver-sification. Our findings emphasise the importance of peripherally isolated locations in creating and main-taining endemic species and their contribution to the biodiversity of the Indo-Australian Archipelago.

� 2011 Elsevier Inc. All rights reserved.

1055-7903/$ - see front matter � 2011 Elsevier Inc. All rights reserved.doi:10.1016/j.ympev.2011.11.007

Molecular Phylogenetics and Evolution 62 (2012) 653–663

Contents lists available at SciVerse ScienceDirect

Molecular Phylogenetics and Evolution

journal homepage: www.elsevier .com/ locate /ympev

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ORIGINALARTICLE

Evolution of sympatric species:a case study of the coral reef fishgenus Pomacanthus (Pomacanthidae)Jennifer R. Hodge1,2,3*, Charmaine I. Read1,3, David R. Bellwood1,2

and Lynne van Herwerden1,3

1School of Marine and Tropical Biology,

James Cook University, Townsville, QLD,

4811, Australia, 2Australian Research Council

Centre of Excellence for Coral Reef Studies,

James Cook University, Townsville, QLD,

4811, Australia, 3Molecular Evolution and

Ecology Lab, James Cook University,

Townsville, QLD, 4811, Australia

*Correspondence: Jennifer R. Hodge, School of

Marine and Tropical Biology, James Cook

University, Townsville, QLD 4811, Australia.

E-mail: [email protected]

ABSTRACT

Aim To establish a spatial and temporal framework within which we can begin

to investigate the role of geography in the evolution of Pomacanthus species.

This study examines the phylogenetic relationships among Pomacanthus spe-

cies, tests whether the degree of sympatry among sister taxa correlates with

their age, and explores potential modes of diversification.

Location Pan-tropical coral reef systems.

Methods Three gene regions (12S rRNA, 16S rRNA and nuclear S7) from all

13 Pomacanthus species were used in conjunction with fossil calibration to

reconstruct a chronogram. IUCN maps were used to evaluate geographical

range overlap. Various age–range correlation (ARC) analyses were used to test

for a correlation between range overlap and node age. Range-size symmetry

and node age were also examined.

Results Biogeographical splits within the phylogeny corroborated key biogeo-

graphical events well, suggesting a potential role for allopatric speciation in the

evolutionary history of the genus. ARC analyses suggested that speciation lead-

ing to sympatry is widespread in Pomacanthus, with 80% of sister species

showing complete or substantial (> 85%) range overlap. No significant rela-

tionship between degree of sympatry and node age was recovered, which dem-

onstrates that, for this group, exceptional sympatry is not necessarily a result

of relatively old lineages. Range-size symmetry analysis was consistent with

models of peripatric speciation within a finite area.

Main conclusions We present evidence consistent with allopatric speciation,

while our ARC results are consistent with simulations of sympatric speciation,

with the possibility of peripheral budding having led to the richness of sympat-

ric species in the West Indian Ocean. We discuss how these processes can

affect the interpretation of temporal and spatial analyses, and provide a basis

for future investigations into the processes driving speciation.

Keywords

Age–range correlation, allopatry, coral reefs, divergence dating, fossil calibra-

tion, marine biogeography, pan-tropical, peripheral budding, speciation mode,

sympatry.

1676 http://wileyonlinelibrary.com/journal/jbi ª 2013 John Wiley & Sons Ltddoi:10.1111/jbi.12124

Journal of Biogeography (J. Biogeogr.) (2013) 40, 1676–1687

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ORIGINALARTICLE

Temporal evolution of coral reef fishes:global patterns and disparity in isolatedlocationsJennifer R. Hodge1,2,3*, Lynne van Herwerden1,3 and David R. Bellwood1,2

1School of Marine and Tropical Biology, James

Cook University, Townsville, QLD 4811,

Australia, 2Australian Research Council

Centre of Excellence for Coral Reef Studies,

James Cook University, Townsville, QLD 4811,

Australia, 3Centre for Sustainable Tropical

Fisheries and Aquaculture, James Cook

University, Townsville, QLD 4811, Australia

*Correspondence: Jennifer R. Hodge, School of

Marine and Tropical Biology, James Cook

University, Townsville, QLD 4811, Australia.

E-mail: [email protected]

ABSTRACT

Aim Many coral reef regions have a history of isolation and extinction. Our

aim was to test whether the disparate evolutionary and biogeographical histo-

ries of the world’s coral reef regions have significantly impacted temporal pat-

terns of speciation within regions. In essence, do assemblages in peripheral

locations contain the youngest coral reef fish species?

Location Pan-tropical coral reef systems.

Methods Molecular data (mitochondrial 16S rRNA, 12S rRNA, CO1, cyto-

chrome b; nuclear TMO-4C4, S7 intron 1) were assembled for genera with

near-complete taxon sampling (minimum 70% nominal species) from four

major coral reef fish families (Chaetodontidae, Labridae, Pomacanthidae and

Serranidae). This was combined with fossil data to simultaneously infer the

phylogeny and estimate species’ divergence times. Species’ distributions were

quantified using IUCN maps and the ages of species with different biogeo-

graphical extents were compared. Model fitting was used to compare the distri-

bution of species’ ages across the whole phylogeny with age distributions of

species restricted to the Red Sea and Hawaiian Islands.

Results Temporal patterns of coral reef fish divergence were similar among

major marine realms and regions. However, notable differences were recorded

between the Red Sea and Hawaiian Islands. Red Sea endemics have diverged

consistently throughout the last 16 Myr, whereas endemic species colonized the

Hawaiian Islands in two distinct waves (0–3 Ma and 8–12 Ma). Differences in

the proportions of allopatric and sympatric sister-species between Red Sea and

Hawaiian endemics were also detected.

Main conclusions Despite differing geological histories, marine realms and

regions have all experienced comparable and relatively recent divergences of

extant coral reef fish species. Differences in age distributions and spatial rela-

tionships of endemic species in the Red Sea and Hawaiian Islands suggest that

markedly different processes have shaped patterns of diversification in these

peripherally isolated locations.

Keywords

Biodiversity, coral reef fishes, Coral Triangle, endemism, evolutionary age,

Hawaiian Islands, marine biogeography, peripatric speciation, Red Sea, sister-

species.

ª 2014 John Wiley & Sons Ltd http://wileyonlinelibrary.com/journal/jbi 2115doi:10.1111/jbi.12356

Journal of Biogeography (J. Biogeogr.) (2014) 41, 2115–2127

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